Dataset statistics
| Number of variables | 66 |
|---|---|
| Number of observations | 158745 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 18 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 75.6 MiB |
| Average record size in memory | 499.6 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 28 |
| Boolean | 24 |
| Dataset has 18 (< 0.1%) duplicate rows | Duplicates |
occupation_description has a high cardinality: 31889 distinct values | High cardinality |
risky_activities has a high cardinality: 112 distinct values | High cardinality |
chestpain_diagnosis has a high cardinality: 89 distinct values | High cardinality |
med_conditions has a high cardinality: 937 distinct values | High cardinality |
test_proc_type has a high cardinality: 226 distinct values | High cardinality |
disability_pmts_reason has a high cardinality: 88 distinct values | High cardinality |
mental_health_diagnosis has a high cardinality: 793 distinct values | High cardinality |
weight_loss_reason has a high cardinality: 166 distinct values | High cardinality |
surgery_type has a high cardinality: 137 distinct values | High cardinality |
travel_countries has a high cardinality: 1153 distinct values | High cardinality |
height is highly overall correlated with weight and 1 other fields | High correlation |
weight is highly overall correlated with height and 1 other fields | High correlation |
bmi_app_state is highly overall correlated with weight | High correlation |
diabetes_age is highly overall correlated with diabetes_hemoglobin | High correlation |
marijuana_monthly_count is highly overall correlated with marijuana | High correlation |
diabetes_hemoglobin is highly overall correlated with diabetes_age | High correlation |
gender is highly overall correlated with height | High correlation |
marijuana is highly overall correlated with marijuana_monthly_count | High correlation |
previous_declined is highly overall correlated with previous_decline_reason | High correlation |
previous_decline_reason is highly overall correlated with previous_declined | High correlation |
citizen is highly overall correlated with legal_resident | High correlation |
legal_resident is highly overall correlated with citizen | High correlation |
replacement_ins is highly imbalanced (87.1%) | Imbalance |
risky_activities is highly imbalanced (97.0%) | Imbalance |
valid_drivers_license_app_state is highly imbalanced (92.5%) | Imbalance |
hiv_pos is highly imbalanced (90.9%) | Imbalance |
covid is highly imbalanced (91.3%) | Imbalance |
previous_declined is highly imbalanced (81.2%) | Imbalance |
previous_decline_reason is highly imbalanced (94.3%) | Imbalance |
chestpain_diagnosis is highly imbalanced (98.0%) | Imbalance |
diabetes_complications is highly imbalanced (99.1%) | Imbalance |
diabetes_gestational is highly imbalanced (94.6%) | Imbalance |
diabetes_hospitalization is highly imbalanced (98.5%) | Imbalance |
family_history is highly imbalanced (96.1%) | Imbalance |
final_expense is highly imbalanced (97.2%) | Imbalance |
inpatient is highly imbalanced (98.4%) | Imbalance |
med_advice is highly imbalanced (75.8%) | Imbalance |
med_conditions is highly imbalanced (82.5%) | Imbalance |
seizure_diagnosis is highly imbalanced (98.7%) | Imbalance |
stroke_diagnosis is highly imbalanced (99.7%) | Imbalance |
stroke_diagnosis_multiselect is highly imbalanced (98.6%) | Imbalance |
test_proc_outstanding is highly imbalanced (92.2%) | Imbalance |
test_proc_type is highly imbalanced (98.5%) | Imbalance |
climbing_equipment is highly imbalanced (97.0%) | Imbalance |
criminal_history is highly imbalanced (81.8%) | Imbalance |
disability_audio_visual is highly imbalanced (98.6%) | Imbalance |
disability_pmts_reason is highly imbalanced (89.2%) | Imbalance |
expected_travel_90_days is highly imbalanced (99.0%) | Imbalance |
expected_travel is highly imbalanced (72.5%) | Imbalance |
expected_travel_multiselect is highly imbalanced (99.8%) | Imbalance |
illicit_drugs is highly imbalanced (77.0%) | Imbalance |
mental_health_diagnosis is highly imbalanced (88.1%) | Imbalance |
mental_health_hospitalized is highly imbalanced (96.6%) | Imbalance |
mental_health_missed_work is highly imbalanced (99.3%) | Imbalance |
pilot_student_private is highly imbalanced (98.3%) | Imbalance |
racing_100mph is highly imbalanced (98.0%) | Imbalance |
rx_increase is highly imbalanced (99.2%) | Imbalance |
scuba_130ft is highly imbalanced (98.9%) | Imbalance |
seizure_car_accident is highly imbalanced (99.9%) | Imbalance |
weight_loss_reason is highly imbalanced (94.3%) | Imbalance |
cancer_type is highly imbalanced (95.6%) | Imbalance |
citizen is highly imbalanced (73.8%) | Imbalance |
legal_resident is highly imbalanced (93.2%) | Imbalance |
surgery_type is highly imbalanced (94.0%) | Imbalance |
travel_countries is highly imbalanced (94.5%) | Imbalance |
current_ins_value is highly skewed (γ1 = 98.33006521) | Skewed |
diabetes_hemoglobin is highly skewed (γ1 = 258.1510392) | Skewed |
stroke_count is highly skewed (γ1 = 124.2600253) | Skewed |
dui_count is highly skewed (γ1 = 25.83698756) | Skewed |
weight_loss_amount is highly skewed (γ1 = 160.8835149) | Skewed |
skydive_count is highly skewed (γ1 = 265.0356407) | Skewed |
income_app_state has 5340 (3.4%) zeros | Zeros |
current_ins_value has 134699 (84.9%) zeros | Zeros |
alcohol_weekly has 107390 (67.6%) zeros | Zeros |
marijuana_monthly_count has 141142 (88.9%) zeros | Zeros |
stroke_count has 158446 (99.8%) zeros | Zeros |
dui_count has 154764 (97.5%) zeros | Zeros |
weight_loss_amount has 139638 (88.0%) zeros | Zeros |
skydive_count has 157778 (99.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-29 14:37:17.145272 |
|---|---|
| Analysis finished | 2023-03-29 14:39:19.833886 |
| Duration | 2 minutes and 2.69 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
age
Real number (ℝ)
| Distinct | 14871 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.214577 |
| Minimum | 18.004476 |
|---|---|
| Maximum | 59.998494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 18.004476 |
|---|---|
| 5-th percentile | 25.536459 |
| Q1 | 34.108845 |
| median | 41.492981 |
| Q3 | 49.016749 |
| 95-th percentile | 54.700644 |
| Maximum | 59.998494 |
| Range | 41.994018 |
| Interquartile range (IQR) | 14.907904 |
Descriptive statistics
| Standard deviation | 9.2330695 |
|---|---|
| Coefficient of variation (CV) | 0.22402437 |
| Kurtosis | -0.83797718 |
| Mean | 41.214577 |
| Median Absolute Deviation (MAD) | 7.4525829 |
| Skewness | -0.19271567 |
| Sum | 6542608 |
| Variance | 85.249572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49.72039125 | 31 | < 0.1% |
| 45.77232934 | 29 | < 0.1% |
| 47.41781145 | 29 | < 0.1% |
| 39.29170346 | 29 | < 0.1% |
| 50.36927521 | 29 | < 0.1% |
| 49.98596823 | 29 | < 0.1% |
| 36.78104273 | 29 | < 0.1% |
| 50.45141242 | 28 | < 0.1% |
| 54.80194665 | 28 | < 0.1% |
| 51.60954708 | 28 | < 0.1% |
| Other values (14861) | 158456 |
| Value | Count | Frequency (%) |
| 18.00447648 | 1 | |
| 18.0126902 | 1 | |
| 18.01816601 | 1 | |
| 18.02637973 | 1 | |
| 18.09482741 | 2 | |
| 18.09756532 | 1 | |
| 18.10304113 | 1 | |
| 18.12220648 | 1 | |
| 18.13863392 | 1 | |
| 18.16053718 | 1 |
| Value | Count | Frequency (%) |
| 59.99849415 | 4 | |
| 59.99575624 | 3 | < 0.1% |
| 59.99301834 | 3 | < 0.1% |
| 59.99028043 | 3 | < 0.1% |
| 59.98754252 | 5 | |
| 59.98480462 | 7 | |
| 59.98206671 | 3 | < 0.1% |
| 59.9793288 | 8 | |
| 59.9765909 | 1 | < 0.1% |
| 59.97385299 | 2 | < 0.1% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| female | |
|---|---|
| male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0206684 |
| Min length | 4 |
Characters and Unicode
| Total characters | 797006 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | male |
|---|---|
| 2nd row | male |
| 3rd row | male |
| 4th row | female |
| 5th row | female |
Common Values
| Value | Count | Frequency (%) |
| female | 81013 | |
| male | 77732 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 81013 | |
| male | 77732 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 239758 | |
| m | 158745 | |
| a | 158745 | |
| l | 158745 | |
| f | 81013 | 10.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 797006 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 239758 | |
| m | 158745 | |
| a | 158745 | |
| l | 158745 | |
| f | 81013 | 10.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 797006 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 239758 | |
| m | 158745 | |
| a | 158745 | |
| l | 158745 | |
| f | 81013 | 10.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 797006 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 239758 | |
| m | 158745 | |
| a | 158745 | |
| l | 158745 | |
| f | 81013 | 10.2% |
height
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.398778 |
| Minimum | 51 |
|---|---|
| Maximum | 83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 51 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 64 |
| median | 67 |
| Q3 | 70 |
| 95-th percentile | 74 |
| Maximum | 83 |
| Range | 32 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.0879204 |
|---|---|
| Coefficient of variation (CV) | 0.060652738 |
| Kurtosis | -0.57614842 |
| Mean | 67.398778 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.088049693 |
| Sum | 10699219 |
| Variance | 16.711093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 14264 | 9.0% |
| 66 | 13630 | 8.6% |
| 64 | 12780 | 8.1% |
| 69 | 12539 | 7.9% |
| 70 | 12038 | 7.6% |
| 68 | 11896 | 7.5% |
| 65 | 11765 | 7.4% |
| 71 | 11503 | 7.2% |
| 72 | 10440 | 6.6% |
| 63 | 10234 | 6.4% |
| Other values (23) | 37656 |
| Value | Count | Frequency (%) |
| 51 | 2 | < 0.1% |
| 52 | 2 | < 0.1% |
| 53 | 2 | < 0.1% |
| 54 | 2 | < 0.1% |
| 55 | 2 | < 0.1% |
| 56 | 70 | < 0.1% |
| 57 | 212 | 0.1% |
| 58 | 308 | 0.2% |
| 59 | 1744 | |
| 60 | 3608 |
| Value | Count | Frequency (%) |
| 83 | 10 | < 0.1% |
| 82 | 17 | < 0.1% |
| 81 | 31 | < 0.1% |
| 80 | 63 | < 0.1% |
| 79 | 132 | 0.1% |
| 78 | 304 | 0.2% |
| 77 | 688 | 0.4% |
| 76 | 1728 | 1.1% |
| 75 | 3108 | |
| 74 | 5284 |
weight
Real number (ℝ)
| Distinct | 236 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180.89312 |
| Minimum | 86 |
|---|---|
| Maximum | 335 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 86 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 152 |
| median | 180 |
| Q3 | 203 |
| 95-th percentile | 250 |
| Maximum | 335 |
| Range | 249 |
| Interquartile range (IQR) | 51 |
Descriptive statistics
| Standard deviation | 37.826967 |
|---|---|
| Coefficient of variation (CV) | 0.20911225 |
| Kurtosis | -0.019634682 |
| Mean | 180.89312 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.44186586 |
| Sum | 28715878 |
| Variance | 1430.8795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 9030 | 5.7% |
| 200 | 8937 | 5.6% |
| 160 | 6731 | 4.2% |
| 170 | 6682 | 4.2% |
| 190 | 6555 | 4.1% |
| 150 | 6296 | 4.0% |
| 175 | 5736 | 3.6% |
| 185 | 5317 | 3.3% |
| 165 | 5285 | 3.3% |
| 220 | 5002 | 3.2% |
| Other values (226) | 93174 |
| Value | Count | Frequency (%) |
| 86 | 1 | < 0.1% |
| 90 | 4 | < 0.1% |
| 92 | 6 | < 0.1% |
| 93 | 3 | < 0.1% |
| 94 | 5 | < 0.1% |
| 95 | 53 | |
| 96 | 10 | < 0.1% |
| 97 | 11 | < 0.1% |
| 98 | 51 | |
| 99 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 335 | 1 | < 0.1% |
| 330 | 5 | < 0.1% |
| 329 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 327 | 1 | < 0.1% |
| 325 | 13 | |
| 324 | 1 | < 0.1% |
| 321 | 1 | < 0.1% |
| 320 | 32 | |
| 319 | 1 | < 0.1% |
state
Categorical
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| CA | |
|---|---|
| TX | |
| FL | |
| GA | 8171 |
| PA | 7151 |
| Other values (45) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 317490 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TX |
|---|---|
| 2nd row | NM |
| 3rd row | KS |
| 4th row | OK |
| 5th row | IN |
Common Values
| Value | Count | Frequency (%) |
| CA | 16857 | 10.6% |
| TX | 16714 | 10.5% |
| FL | 12806 | 8.1% |
| GA | 8171 | 5.1% |
| PA | 7151 | 4.5% |
| NC | 5892 | 3.7% |
| OH | 5499 | 3.5% |
| NJ | 5384 | 3.4% |
| IL | 5337 | 3.4% |
| VA | 4617 | 2.9% |
| Other values (40) | 70317 |
Length
| Value | Count | Frequency (%) |
| ca | 16857 | 10.6% |
| tx | 16714 | 10.5% |
| fl | 12806 | 8.1% |
| ga | 8171 | 5.1% |
| pa | 7151 | 4.5% |
| nc | 5892 | 3.7% |
| oh | 5499 | 3.5% |
| nj | 5384 | 3.4% |
| il | 5337 | 3.4% |
| va | 4617 | 2.9% |
| Other values (40) | 70317 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 55588 | |
| C | 31419 | |
| N | 25141 | 7.9% |
| T | 24738 | 7.8% |
| L | 24118 | 7.6% |
| M | 19601 | 6.2% |
| I | 18261 | 5.8% |
| X | 16714 | 5.3% |
| O | 14922 | 4.7% |
| F | 12806 | 4.0% |
| Other values (14) | 74182 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 317490 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 55588 | |
| C | 31419 | |
| N | 25141 | 7.9% |
| T | 24738 | 7.8% |
| L | 24118 | 7.6% |
| M | 19601 | 6.2% |
| I | 18261 | 5.8% |
| X | 16714 | 5.3% |
| O | 14922 | 4.7% |
| F | 12806 | 4.0% |
| Other values (14) | 74182 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 317490 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 55588 | |
| C | 31419 | |
| N | 25141 | 7.9% |
| T | 24738 | 7.8% |
| L | 24118 | 7.6% |
| M | 19601 | 6.2% |
| I | 18261 | 5.8% |
| X | 16714 | 5.3% |
| O | 14922 | 4.7% |
| F | 12806 | 4.0% |
| Other values (14) | 74182 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 317490 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 55588 | |
| C | 31419 | |
| N | 25141 | 7.9% |
| T | 24738 | 7.8% |
| L | 24118 | 7.6% |
| M | 19601 | 6.2% |
| I | 18261 | 5.8% |
| X | 16714 | 5.3% |
| O | 14922 | 4.7% |
| F | 12806 | 4.0% |
| Other values (14) | 74182 |
approved_risk_class
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| declined | |
|---|---|
| select_nt | |
| essential_nt | |
| preferred_nt | |
| elite_nt | 8931 |
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 8.9565656 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1421810 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | declined |
|---|---|
| 2nd row | declined |
| 3rd row | declined |
| 4th row | declined |
| 5th row | declined |
Common Values
| Value | Count | Frequency (%) |
| declined | 94513 | |
| select_nt | 23118 | 14.6% |
| essential_nt | 21681 | 13.7% |
| preferred_nt | 10502 | 6.6% |
| elite_nt | 8931 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| declined | 94513 | |
| select_nt | 23118 | 14.6% |
| essential_nt | 21681 | 13.7% |
| preferred_nt | 10502 | 6.6% |
| elite_nt | 8931 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 327992 | |
| d | 199528 | |
| n | 180426 | |
| l | 148243 | |
| i | 125125 | 8.8% |
| t | 117962 | 8.3% |
| c | 117631 | 8.3% |
| s | 66480 | 4.7% |
| _ | 64232 | 4.5% |
| r | 31506 | 2.2% |
| Other values (3) | 42685 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1357578 | |
| Connector Punctuation | 64232 | 4.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 327992 | |
| d | 199528 | |
| n | 180426 | |
| l | 148243 | |
| i | 125125 | 9.2% |
| t | 117962 | 8.7% |
| c | 117631 | 8.7% |
| s | 66480 | 4.9% |
| r | 31506 | 2.3% |
| a | 21681 | 1.6% |
| Other values (2) | 21004 | 1.5% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 64232 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1357578 | |
| Common | 64232 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 327992 | |
| d | 199528 | |
| n | 180426 | |
| l | 148243 | |
| i | 125125 | 9.2% |
| t | 117962 | 8.7% |
| c | 117631 | 8.7% |
| s | 66480 | 4.9% |
| r | 31506 | 2.3% |
| a | 21681 | 1.6% |
| Other values (2) | 21004 | 1.5% |
Common
| Value | Count | Frequency (%) |
| _ | 64232 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1421810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 327992 | |
| d | 199528 | |
| n | 180426 | |
| l | 148243 | |
| i | 125125 | 8.8% |
| t | 117962 | 8.3% |
| c | 117631 | 8.3% |
| s | 66480 | 4.7% |
| _ | 64232 | 4.5% |
| r | 31506 | 2.2% |
| Other values (3) | 42685 | 3.0% |
bmi_app_state
Real number (ℝ)
| Distinct | 2863 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.887274 |
| Minimum | 18.507551 |
|---|---|
| Maximum | 39.992889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 18.507551 |
|---|---|
| 5-th percentile | 20.782048 |
| Q1 | 24.371674 |
| median | 27.405881 |
| Q3 | 30.948639 |
| 95-th percentile | 36.614583 |
| Maximum | 39.992889 |
| Range | 21.485338 |
| Interquartile range (IQR) | 6.5769648 |
Descriptive statistics
| Standard deviation | 4.7357786 |
|---|---|
| Coefficient of variation (CV) | 0.16981862 |
| Kurtosis | -0.42849006 |
| Mean | 27.887274 |
| Median Absolute Deviation (MAD) | 3.2575717 |
| Skewness | 0.3899919 |
| Sum | 4426965.4 |
| Variance | 22.427599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.69387755 | 1046 | 0.7% |
| 27.36591696 | 1026 | 0.6% |
| 28.18890622 | 946 | 0.6% |
| 26.57844991 | 930 | 0.6% |
| 29.04958678 | 927 | 0.6% |
| 27.89129141 | 923 | 0.6% |
| 27.12191358 | 889 | 0.6% |
| 31.32100691 | 856 | 0.5% |
| 30.40657439 | 815 | 0.5% |
| 25.82185491 | 788 | 0.5% |
| Other values (2853) | 149599 |
| Value | Count | Frequency (%) |
| 18.50755102 | 3 | < 0.1% |
| 18.51491535 | 17 | < 0.1% |
| 18.53613281 | 13 | < 0.1% |
| 18.54770879 | 2 | < 0.1% |
| 18.54801038 | 8 | < 0.1% |
| 18.55138889 | 25 | < 0.1% |
| 18.55945822 | 94 | |
| 18.5785108 | 6 | < 0.1% |
| 18.57971847 | 3 | < 0.1% |
| 18.5978836 | 64 |
| Value | Count | Frequency (%) |
| 39.99288889 | 13 | < 0.1% |
| 39.98999023 | 9 | < 0.1% |
| 39.98678541 | 3 | < 0.1% |
| 39.98464533 | 7 | < 0.1% |
| 39.97166448 | 1 | < 0.1% |
| 39.9342838 | 40 | < 0.1% |
| 39.93372781 | 167 | |
| 39.92567568 | 1 | < 0.1% |
| 39.92105263 | 1 | < 0.1% |
| 39.88454672 | 7 | < 0.1% |
income_app_state
Real number (ℝ)
| Distinct | 11989 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74073.337 |
| Minimum | 0 |
|---|---|
| Maximum | 2548000 |
| Zeros | 5340 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4800 |
| Q1 | 24960 |
| median | 44200 |
| Q3 | 78000 |
| 95-th percentile | 197600 |
| Maximum | 2548000 |
| Range | 2548000 |
| Interquartile range (IQR) | 53040 |
Descriptive statistics
| Standard deviation | 140097.69 |
|---|---|
| Coefficient of variation (CV) | 1.8913376 |
| Kurtosis | 84.638165 |
| Mean | 74073.337 |
| Median Absolute Deviation (MAD) | 23400 |
| Skewness | 8.1280328 |
| Sum | 1.1758772 × 1010 |
| Variance | 1.9627363 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5340 | 3.4% |
| 31200 | 4429 | 2.8% |
| 52000 | 4021 | 2.5% |
| 60000 | 3622 | 2.3% |
| 26000 | 3039 | 1.9% |
| 41600 | 2625 | 1.7% |
| 78000 | 2439 | 1.5% |
| 62400 | 2184 | 1.4% |
| 48000 | 2130 | 1.3% |
| 36000 | 2107 | 1.3% |
| Other values (11979) | 126809 |
| Value | Count | Frequency (%) |
| 0 | 5340 | |
| 1 | 51 | < 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2548000 | 1 | < 0.1% |
| 2470000 | 1 | < 0.1% |
| 2448000 | 2 | < 0.1% |
| 2400000 | 5 | |
| 2340000 | 2 | < 0.1% |
| 2323000 | 1 | < 0.1% |
| 2288000 | 3 | |
| 2280000 | 3 | |
| 2271360 | 1 | < 0.1% |
| 2236000 | 1 | < 0.1% |
current_ins
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 134595 | |
| True | 24150 | 15.2% |
current_ins_value
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 882 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188493.35 |
| Minimum | 0 |
|---|---|
| Maximum | 1.8 × 109 |
| Zeros | 134699 |
| Zeros (%) | 84.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 300000 |
| Maximum | 1.8 × 109 |
| Range | 1.8 × 109 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11012516 |
|---|---|
| Coefficient of variation (CV) | 58.423894 |
| Kurtosis | 10748.56 |
| Mean | 188493.35 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 98.330065 |
| Sum | 2.9922377 × 1010 |
| Variance | 1.212755 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 134699 | |
| 100000 | 2763 | 1.7% |
| 500000 | 2311 | 1.5% |
| 250000 | 2070 | 1.3% |
| 50000 | 1885 | 1.2% |
| 1000000 | 1173 | 0.7% |
| 300000 | 1145 | 0.7% |
| 200000 | 1042 | 0.7% |
| 150000 | 1000 | 0.6% |
| 10000 | 953 | 0.6% |
| Other values (872) | 9704 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 134699 | |
| 1 | 5 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 10 | 4 | < 0.1% |
| 11 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1800000000 | 1 | < 0.1% |
| 1000000000 | 12 | |
| 999999999 | 1 | < 0.1% |
| 980000000 | 1 | < 0.1% |
| 800000000 | 1 | < 0.1% |
| 625000000 | 1 | < 0.1% |
| 560000000 | 1 | < 0.1% |
| 300000000 | 2 | < 0.1% |
| 250000000 | 3 | < 0.1% |
| 200000000 | 4 | < 0.1% |
replacement_ins
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 2829 |
| Value | Count | Frequency (%) |
| False | 155916 | |
| True | 2829 | 1.8% |
diabetes_age
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2238874 |
| Minimum | -1 |
|---|---|
| Maximum | 59 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 149334 |
| Negative (%) | 94.1% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 25 |
| Maximum | 59 |
| Range | 60 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.2631923 |
|---|---|
| Coefficient of variation (CV) | 7.568664 |
| Kurtosis | 16.044981 |
| Mean | 1.2238874 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1555268 |
| Sum | 194286 |
| Variance | 85.806732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 149334 | |
| 40 | 762 | 0.5% |
| 45 | 604 | 0.4% |
| 35 | 553 | 0.3% |
| 30 | 440 | 0.3% |
| 42 | 358 | 0.2% |
| 50 | 345 | 0.2% |
| 38 | 341 | 0.2% |
| 48 | 322 | 0.2% |
| 46 | 283 | 0.2% |
| Other values (51) | 5403 | 3.4% |
| Value | Count | Frequency (%) |
| -1 | 149334 | |
| 0 | 12 | < 0.1% |
| 1 | 15 | < 0.1% |
| 2 | 17 | < 0.1% |
| 3 | 18 | < 0.1% |
| 4 | 18 | < 0.1% |
| 5 | 28 | < 0.1% |
| 6 | 26 | < 0.1% |
| 7 | 35 | < 0.1% |
| 8 | 43 | < 0.1% |
| Value | Count | Frequency (%) |
| 59 | 5 | < 0.1% |
| 58 | 6 | < 0.1% |
| 57 | 12 | < 0.1% |
| 56 | 16 | < 0.1% |
| 55 | 26 | < 0.1% |
| 54 | 69 | < 0.1% |
| 53 | 115 | 0.1% |
| 52 | 159 | |
| 51 | 138 | 0.1% |
| 50 | 345 |
alcohol_weekly
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9336861 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 107390 |
| Zeros (%) | 67.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.2318959 |
|---|---|
| Coefficient of variation (CV) | 2.3904136 |
| Kurtosis | 65.762732 |
| Mean | 0.9336861 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.1427137 |
| Sum | 148218 |
| Variance | 4.9813594 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107390 | |
| 1 | 17910 | 11.3% |
| 2 | 14854 | 9.4% |
| 3 | 6405 | 4.0% |
| 4 | 3908 | 2.5% |
| 5 | 3171 | 2.0% |
| 6 | 1658 | 1.0% |
| 10 | 906 | 0.6% |
| 7 | 779 | 0.5% |
| 8 | 512 | 0.3% |
| Other values (31) | 1252 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 107390 | |
| 1 | 17910 | 11.3% |
| 2 | 14854 | 9.4% |
| 3 | 6405 | 4.0% |
| 4 | 3908 | 2.5% |
| 5 | 3171 | 2.0% |
| 6 | 1658 | 1.0% |
| 7 | 779 | 0.5% |
| 8 | 512 | 0.3% |
| 9 | 68 | < 0.1% |
| Value | Count | Frequency (%) |
| 48 | 2 | < 0.1% |
| 46 | 5 | < 0.1% |
| 45 | 5 | < 0.1% |
| 44 | 2 | < 0.1% |
| 42 | 2 | < 0.1% |
| 40 | 10 | |
| 36 | 6 | < 0.1% |
| 35 | 20 | |
| 34 | 12 | |
| 33 | 1 | < 0.1% |
marijuana_monthly_count
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 71 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3284702 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 141142 |
| Zeros (%) | 88.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.8922364 |
|---|---|
| Coefficient of variation (CV) | 4.4353546 |
| Kurtosis | 57.162146 |
| Mean | 1.3284702 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.5770954 |
| Sum | 210888 |
| Variance | 34.71845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141142 | |
| 30 | 2659 | 1.7% |
| 2 | 2319 | 1.5% |
| 1 | 2270 | 1.4% |
| 4 | 1821 | 1.1% |
| 10 | 1539 | 1.0% |
| 5 | 1519 | 1.0% |
| 3 | 1346 | 0.8% |
| 20 | 905 | 0.6% |
| 15 | 734 | 0.5% |
| Other values (61) | 2491 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 141142 | |
| 1 | 2270 | 1.4% |
| 2 | 2319 | 1.5% |
| 3 | 1346 | 0.8% |
| 4 | 1821 | 1.1% |
| 5 | 1519 | 1.0% |
| 6 | 392 | 0.2% |
| 7 | 202 | 0.1% |
| 8 | 349 | 0.2% |
| 9 | 43 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 6 | < 0.1% |
| 96 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 90 | 64 | |
| 89 | 1 | < 0.1% |
| 86 | 2 | < 0.1% |
| 85 | 2 | < 0.1% |
| 84 | 1 | < 0.1% |
| 80 | 14 | < 0.1% |
| 79 | 1 | < 0.1% |
marijuana
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 140536 | |
| True | 18209 | 11.5% |
occupation_description
Categorical
| Distinct | 31889 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| other | |
|---|---|
| Sales | 1854 |
| Manager | 1446 |
| Teacher | 1438 |
| Self employed | 1293 |
| Other values (31884) |
Length
| Max length | 339 |
|---|---|
| Median length | 90 |
| Mean length | 11.739986 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1863664 |
|---|---|
| Distinct characters | 109 |
| Distinct categories | 17 ? |
| Distinct scripts | 4 ? |
| Distinct blocks | 7 ? |
Unique
| Unique | 25115 ? |
|---|---|
| Unique (%) | 15.8% |
Sample
| 1st row | Buy and sell online |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
Common Values
| Value | Count | Frequency (%) |
| other | 41186 | 25.9% |
| Sales | 1854 | 1.2% |
| Manager | 1446 | 0.9% |
| Teacher | 1438 | 0.9% |
| Self employed | 1293 | 0.8% |
| Truck driver | 1092 | 0.7% |
| Registered Nurse | 1082 | 0.7% |
| Nurse | 1069 | 0.7% |
| Driver | 973 | 0.6% |
| Construction | 895 | 0.6% |
| Other values (31879) | 106417 |
Length
| Value | Count | Frequency (%) |
| other | 41188 | 16.0% |
| manager | 10319 | 4.0% |
| driver | 4625 | 1.8% |
| sales | 4447 | 1.7% |
| nurse | 3523 | 1.4% |
| assistant | 3431 | 1.3% |
| service | 2822 | 1.1% |
| owner | 2726 | 1.1% |
| self | 2668 | 1.0% |
| business | 2589 | 1.0% |
| Other values (9358) | 178361 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 237476 | |
| r | 190377 | 10.2% |
| t | 148356 | 8.0% |
| a | 130854 | 7.0% |
| o | 129131 | 6.9% |
| i | 110871 | 5.9% |
| n | 109809 | 5.9% |
| 98357 | 5.3% | |
| s | 86855 | 4.7% |
| c | 68164 | 3.7% |
| Other values (99) | 553414 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1575167 | |
| Uppercase Letter | 184141 | 9.9% |
| Space Separator | 98357 | 5.3% |
| Other Punctuation | 3900 | 0.2% |
| Dash Punctuation | 1068 | 0.1% |
| Decimal Number | 491 | < 0.1% |
| Open Punctuation | 213 | < 0.1% |
| Close Punctuation | 209 | < 0.1% |
| Final Punctuation | 95 | < 0.1% |
| Other Symbol | 10 | < 0.1% |
| Other values (7) | 13 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 237476 | |
| r | 190377 | |
| t | 148356 | |
| a | 130854 | |
| o | 129131 | |
| i | 110871 | 7.0% |
| n | 109809 | 7.0% |
| s | 86855 | 5.5% |
| c | 68164 | 4.3% |
| h | 66022 | 4.2% |
| Other values (21) | 297252 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 21736 | |
| C | 21482 | |
| M | 16457 | 8.9% |
| A | 15343 | 8.3% |
| P | 12885 | 7.0% |
| T | 11545 | 6.3% |
| D | 11118 | 6.0% |
| R | 10556 | 5.7% |
| E | 9904 | 5.4% |
| O | 7530 | 4.1% |
| Other values (17) | 45585 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2134 | |
| , | 597 | 15.3% |
| . | 593 | 15.2% |
| & | 430 | 11.0% |
| ' | 97 | 2.5% |
| ; | 14 | 0.4% |
| @ | 13 | 0.3% |
| : | 11 | 0.3% |
| \ | 7 | 0.2% |
| " | 2 | 0.1% |
| Other values (2) | 2 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 138 | |
| 2 | 87 | |
| 0 | 69 | |
| 3 | 52 | 10.6% |
| 9 | 48 | 9.8% |
| 5 | 28 | 5.7% |
| 4 | 25 | 5.1% |
| 7 | 17 | 3.5% |
| 6 | 14 | 2.9% |
| 8 | 13 | 2.6% |
Other Symbol
| Value | Count | Frequency (%) |
| 🍳 | 1 | |
| ⚕ | 1 | |
| 🧑 | 1 | |
| 💈 | 1 | |
| ™ | 1 | |
| 👮 | 1 | |
| 🏬 | 1 | |
| 📦 | 1 | |
| 👨 | 1 | |
| ® | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1063 | |
| ‑ | 4 | 0.4% |
| — | 1 | 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 212 | |
| [ | 1 | 0.5% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 208 | |
| ] | 1 | 0.5% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 94 | |
| ” | 1 | 1.1% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 3 | |
| | | 2 |
Other Letter
| Value | Count | Frequency (%) |
| 售 | 1 | |
| 零 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 98357 |
Format
| Value | Count | Frequency (%) |
| | 2 |
Other Number
| Value | Count | Frequency (%) |
| ⁵ | 1 |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 1 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1 |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ️ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1759308 | |
| Common | 104351 | 5.6% |
| Inherited | 3 | < 0.1% |
| Han | 2 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 237476 | |
| r | 190377 | 10.8% |
| t | 148356 | 8.4% |
| a | 130854 | 7.4% |
| o | 129131 | 7.3% |
| i | 110871 | 6.3% |
| n | 109809 | 6.2% |
| s | 86855 | 4.9% |
| c | 68164 | 3.9% |
| h | 66022 | 3.8% |
| Other values (48) | 481393 |
Common
| Value | Count | Frequency (%) |
| 98357 | ||
| / | 2134 | 2.0% |
| - | 1063 | 1.0% |
| , | 597 | 0.6% |
| . | 593 | 0.6% |
| & | 430 | 0.4% |
| ( | 212 | 0.2% |
| ) | 208 | 0.2% |
| 1 | 138 | 0.1% |
| ' | 97 | 0.1% |
| Other values (37) | 522 | 0.5% |
Inherited
| Value | Count | Frequency (%) |
| | 2 | |
| ️ | 1 |
Han
| Value | Count | Frequency (%) |
| 售 | 1 | |
| 零 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1863506 | |
| Punctuation | 104 | < 0.1% |
| None | 49 | < 0.1% |
| CJK | 2 | < 0.1% |
| Misc Symbols | 1 | < 0.1% |
| Letterlike Symbols | 1 | < 0.1% |
| VS | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 237476 | |
| r | 190377 | 10.2% |
| t | 148356 | 8.0% |
| a | 130854 | 7.0% |
| o | 129131 | 6.9% |
| i | 110871 | 5.9% |
| n | 109809 | 5.9% |
| 98357 | 5.3% | |
| s | 86855 | 4.7% |
| c | 68164 | 3.7% |
| Other values (72) | 553256 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 94 | |
| ‑ | 4 | 3.8% |
| | 2 | 1.9% |
| • | 1 | 1.0% |
| ” | 1 | 1.0% |
| “ | 1 | 1.0% |
| — | 1 | 1.0% |
None
| Value | Count | Frequency (%) |
| ó | 29 | |
| í | 4 | 8.2% |
| á | 4 | 8.2% |
| 🍳 | 1 | 2.0% |
| 🧑 | 1 | 2.0% |
| 💈 | 1 | 2.0% |
| É | 1 | 2.0% |
| 👮 | 1 | 2.0% |
| ⁵ | 1 | 2.0% |
| é | 1 | 2.0% |
| Other values (5) | 5 | 10.2% |
Misc Symbols
| Value | Count | Frequency (%) |
| ⚕ | 1 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 1 |
CJK
| Value | Count | Frequency (%) |
| 售 | 1 | |
| 零 | 1 |
VS
| Value | Count | Frequency (%) |
| ️ | 1 |
risky_activities
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| scuba | 576 |
| climb | 496 |
| skydive | 417 |
| pilot | 354 |
| Other values (107) | 1030 |
Length
| Max length | 34 |
|---|---|
| Median length | 4 |
| Mean length | 4.0857917 |
| Min length | 4 |
Characters and Unicode
| Total characters | 648599 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 52 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 155872 | |
| scuba | 576 | 0.4% |
| climb | 496 | 0.3% |
| skydive | 417 | 0.3% |
| pilot | 354 | 0.2% |
| race | 275 | 0.2% |
| scuba, skydive | 73 | < 0.1% |
| pilot, scuba, race, climb, skydive | 61 | < 0.1% |
| scuba, climb | 61 | < 0.1% |
| climb, skydive | 60 | < 0.1% |
| Other values (102) | 500 | 0.3% |
Length
| Value | Count | Frequency (%) |
| none | 155872 | |
| scuba | 1098 | 0.7% |
| climb | 990 | 0.6% |
| skydive | 949 | 0.6% |
| race | 609 | 0.4% |
| pilot | 578 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 311744 | |
| e | 157430 | |
| o | 156450 | |
| c | 2697 | 0.4% |
| i | 2517 | 0.4% |
| b | 2088 | 0.3% |
| s | 2047 | 0.3% |
| a | 1707 | 0.3% |
| l | 1568 | 0.2% |
| , | 1351 | 0.2% |
| Other values (10) | 9000 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 645897 | |
| Other Punctuation | 1351 | 0.2% |
| Space Separator | 1351 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 311744 | |
| e | 157430 | |
| o | 156450 | |
| c | 2697 | 0.4% |
| i | 2517 | 0.4% |
| b | 2088 | 0.3% |
| s | 2047 | 0.3% |
| a | 1707 | 0.3% |
| l | 1568 | 0.2% |
| u | 1098 | 0.2% |
| Other values (8) | 6551 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1351 |
Space Separator
| Value | Count | Frequency (%) |
| 1351 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 645897 | |
| Common | 2702 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 311744 | |
| e | 157430 | |
| o | 156450 | |
| c | 2697 | 0.4% |
| i | 2517 | 0.4% |
| b | 2088 | 0.3% |
| s | 2047 | 0.3% |
| a | 1707 | 0.3% |
| l | 1568 | 0.2% |
| u | 1098 | 0.2% |
| Other values (8) | 6551 | 1.0% |
Common
| Value | Count | Frequency (%) |
| , | 1351 | |
| 1351 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 648599 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 311744 | |
| e | 157430 | |
| o | 156450 | |
| c | 2697 | 0.4% |
| i | 2517 | 0.4% |
| b | 2088 | 0.3% |
| s | 2047 | 0.3% |
| a | 1707 | 0.3% |
| l | 1568 | 0.2% |
| , | 1351 | 0.2% |
| Other values (10) | 9000 | 1.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| True | |
|---|---|
| False | 1442 |
| Value | Count | Frequency (%) |
| True | 157303 | |
| False | 1442 | 0.9% |
hiv_pos
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 1837 |
| Value | Count | Frequency (%) |
| False | 156908 | |
| True | 1837 | 1.2% |
covid
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 1742 |
| Value | Count | Frequency (%) |
| False | 157003 | |
| True | 1742 | 1.1% |
previous_declined
Boolean
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 4576 |
| Value | Count | Frequency (%) |
| False | 154169 | |
| True | 4576 | 2.9% |
previous_decline_reason
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| medical | 2714 |
| other | 1067 |
| unknown | 666 |
| criminal | 211 |
| Other values (16) | 130 |
Length
| Max length | 33 |
|---|---|
| Median length | 4 |
| Mean length | 4.0856153 |
| Min length | 4 |
Characters and Unicode
| Total characters | 648571 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 153957 | |
| medical | 2714 | 1.7% |
| other | 1067 | 0.7% |
| unknown | 666 | 0.4% |
| criminal | 211 | 0.1% |
| medical, other | 36 | < 0.1% |
| medical, unknown | 19 | < 0.1% |
| medical, criminal | 18 | < 0.1% |
| unknown, other | 10 | < 0.1% |
| other, medical | 9 | < 0.1% |
| Other values (11) | 38 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| none | 153957 | |
| medical | 2814 | 1.8% |
| other | 1147 | 0.7% |
| unknown | 706 | 0.4% |
| criminal | 261 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 310293 | |
| e | 157918 | |
| o | 155810 | |
| i | 3336 | 0.5% |
| c | 3075 | 0.5% |
| a | 3075 | 0.5% |
| l | 3075 | 0.5% |
| m | 3075 | 0.5% |
| d | 2814 | 0.4% |
| r | 1408 | 0.2% |
| Other values (7) | 4692 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 648291 | |
| Other Punctuation | 140 | < 0.1% |
| Space Separator | 140 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 310293 | |
| e | 157918 | |
| o | 155810 | |
| i | 3336 | 0.5% |
| c | 3075 | 0.5% |
| a | 3075 | 0.5% |
| l | 3075 | 0.5% |
| m | 3075 | 0.5% |
| d | 2814 | 0.4% |
| r | 1408 | 0.2% |
| Other values (5) | 4412 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 140 |
Space Separator
| Value | Count | Frequency (%) |
| 140 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 648291 | |
| Common | 280 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 310293 | |
| e | 157918 | |
| o | 155810 | |
| i | 3336 | 0.5% |
| c | 3075 | 0.5% |
| a | 3075 | 0.5% |
| l | 3075 | 0.5% |
| m | 3075 | 0.5% |
| d | 2814 | 0.4% |
| r | 1408 | 0.2% |
| Other values (5) | 4412 | 0.7% |
Common
| Value | Count | Frequency (%) |
| , | 140 | |
| 140 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 648571 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 310293 | |
| e | 157918 | |
| o | 155810 | |
| i | 3336 | 0.5% |
| c | 3075 | 0.5% |
| a | 3075 | 0.5% |
| l | 3075 | 0.5% |
| m | 3075 | 0.5% |
| d | 2814 | 0.4% |
| r | 1408 | 0.2% |
| Other values (7) | 4692 | 0.7% |
chestpain_diagnosis
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| other | 484 |
| cardiac_chest_pain | 272 |
| heartburn | 211 |
| muscle_strain | 188 |
| Other values (84) | 641 |
Length
| Max length | 72 |
|---|---|
| Median length | 4 |
| Mean length | 4.1153926 |
| Min length | 4 |
Characters and Unicode
| Total characters | 653298 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 36 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 156949 | |
| other | 484 | 0.3% |
| cardiac_chest_pain | 272 | 0.2% |
| heartburn | 211 | 0.1% |
| muscle_strain | 188 | 0.1% |
| angina | 155 | 0.1% |
| heartburn, indigestion | 81 | 0.1% |
| indigestion | 74 | < 0.1% |
| heartburn, muscle_strain | 36 | < 0.1% |
| heartburn, cardiac_chest_pain | 20 | < 0.1% |
| Other values (79) | 275 | 0.2% |
Length
| Value | Count | Frequency (%) |
| none | 156949 | |
| other | 584 | 0.4% |
| heartburn | 498 | 0.3% |
| cardiac_chest_pain | 422 | 0.3% |
| muscle_strain | 361 | 0.2% |
| indigestion | 293 | 0.2% |
| angina | 233 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 316231 | |
| e | 159107 | |
| o | 157826 | |
| a | 2591 | 0.4% |
| r | 2363 | 0.4% |
| i | 2317 | 0.4% |
| t | 2158 | 0.3% |
| c | 1627 | 0.2% |
| h | 1504 | 0.2% |
| s | 1437 | 0.2% |
| Other values (10) | 6137 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 650903 | |
| Connector Punctuation | 1205 | 0.2% |
| Other Punctuation | 595 | 0.1% |
| Space Separator | 595 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 316231 | |
| e | 159107 | |
| o | 157826 | |
| a | 2591 | 0.4% |
| r | 2363 | 0.4% |
| i | 2317 | 0.4% |
| t | 2158 | 0.3% |
| c | 1627 | 0.2% |
| h | 1504 | 0.2% |
| s | 1437 | 0.2% |
| Other values (7) | 3742 | 0.6% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1205 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 595 |
Space Separator
| Value | Count | Frequency (%) |
| 595 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 650903 | |
| Common | 2395 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 316231 | |
| e | 159107 | |
| o | 157826 | |
| a | 2591 | 0.4% |
| r | 2363 | 0.4% |
| i | 2317 | 0.4% |
| t | 2158 | 0.3% |
| c | 1627 | 0.2% |
| h | 1504 | 0.2% |
| s | 1437 | 0.2% |
| Other values (7) | 3742 | 0.6% |
Common
| Value | Count | Frequency (%) |
| _ | 1205 | |
| , | 595 | |
| 595 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 653298 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 316231 | |
| e | 159107 | |
| o | 157826 | |
| a | 2591 | 0.4% |
| r | 2363 | 0.4% |
| i | 2317 | 0.4% |
| t | 2158 | 0.3% |
| c | 1627 | 0.2% |
| h | 1504 | 0.2% |
| s | 1437 | 0.2% |
| Other values (10) | 6137 | 0.9% |
diabetes_complications
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| neuropathy | 259 |
| kidney_disease | 99 |
| amputation | 30 |
| neuropathy, kidney_disease | 15 |
| Other values (6) | 17 |
Length
| Max length | 38 |
|---|---|
| Median length | 4 |
| Mean length | 4.02167 |
| Min length | 4 |
Characters and Unicode
| Total characters | 638420 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 158325 | |
| neuropathy | 259 | 0.2% |
| kidney_disease | 99 | 0.1% |
| amputation | 30 | < 0.1% |
| neuropathy, kidney_disease | 15 | < 0.1% |
| amputation, neuropathy | 8 | < 0.1% |
| kidney_disease, neuropathy | 4 | < 0.1% |
| amputation, neuropathy, kidney_disease | 2 | < 0.1% |
| amputation, kidney_disease, neuropathy | 1 | < 0.1% |
| neuropathy, amputation | 1 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| none | 158325 | |
| neuropathy | 291 | 0.2% |
| kidney_disease | 122 | 0.1% |
| amputation | 43 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 317106 | |
| e | 158982 | |
| o | 158659 | |
| a | 499 | 0.1% |
| y | 413 | 0.1% |
| t | 377 | 0.1% |
| p | 334 | 0.1% |
| u | 334 | 0.1% |
| r | 291 | < 0.1% |
| h | 291 | < 0.1% |
| Other values (8) | 1134 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 638226 | |
| Connector Punctuation | 122 | < 0.1% |
| Other Punctuation | 36 | < 0.1% |
| Space Separator | 36 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 317106 | |
| e | 158982 | |
| o | 158659 | |
| a | 499 | 0.1% |
| y | 413 | 0.1% |
| t | 377 | 0.1% |
| p | 334 | 0.1% |
| u | 334 | 0.1% |
| r | 291 | < 0.1% |
| h | 291 | < 0.1% |
| Other values (5) | 940 | 0.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 122 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 36 |
Space Separator
| Value | Count | Frequency (%) |
| 36 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 638226 | |
| Common | 194 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 317106 | |
| e | 158982 | |
| o | 158659 | |
| a | 499 | 0.1% |
| y | 413 | 0.1% |
| t | 377 | 0.1% |
| p | 334 | 0.1% |
| u | 334 | 0.1% |
| r | 291 | < 0.1% |
| h | 291 | < 0.1% |
| Other values (5) | 940 | 0.1% |
Common
| Value | Count | Frequency (%) |
| _ | 122 | |
| , | 36 | 18.6% |
| 36 | 18.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 638420 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 317106 | |
| e | 158982 | |
| o | 158659 | |
| a | 499 | 0.1% |
| y | 413 | 0.1% |
| t | 377 | 0.1% |
| p | 334 | 0.1% |
| u | 334 | 0.1% |
| r | 291 | < 0.1% |
| h | 291 | < 0.1% |
| Other values (8) | 1134 | 0.2% |
diabetes_gestational
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 980 |
| Value | Count | Frequency (%) |
| False | 157765 | |
| True | 980 | 0.6% |
diabetes_hemoglobin
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 296 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4113767 |
| Minimum | -1 |
|---|---|
| Maximum | 123456 |
| Zeros | 57 |
| Zeros (%) | < 0.1% |
| Negative | 154333 |
| Negative (%) | 97.2% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | -1 |
| Maximum | 123456 |
| Range | 123457 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 421.6662 |
|---|---|
| Coefficient of variation (CV) | 298.76233 |
| Kurtosis | 69169.909 |
| Mean | 1.4113767 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 258.15104 |
| Sum | 224049 |
| Variance | 177802.39 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 154333 | |
| 7 | 476 | 0.3% |
| 6 | 379 | 0.2% |
| 8 | 245 | 0.2% |
| 6.5 | 162 | 0.1% |
| 6.1 | 132 | 0.1% |
| 6.7 | 128 | 0.1% |
| 7.1 | 124 | 0.1% |
| 9 | 118 | 0.1% |
| 7.2 | 109 | 0.1% |
| Other values (286) | 2539 | 1.6% |
| Value | Count | Frequency (%) |
| -1 | 154333 | |
| 0 | 57 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 1 | 9 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 10 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 123456 | 1 | |
| 102021 | 1 | |
| 50522 | 1 | |
| 2019 | 1 | |
| 1750 | 1 | |
| 900 | 1 | |
| 801 | 1 | |
| 710 | 1 | |
| 700 | 1 | |
| 685 | 1 |
diabetes_hospitalization
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 211 |
| Value | Count | Frequency (%) |
| False | 158534 | |
| True | 211 | 0.1% |
employment_status
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| fulltime | |
|---|---|
| unemployed | |
| parttime | |
| stay_at_home | 8986 |
| other | 8899 |
| Other values (3) | 8058 |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 8.4345838 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1338948 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | parttime |
|---|---|
| 2nd row | unemployed |
| 3rd row | stay_at_home |
| 4th row | other |
| 5th row | fulltime_student |
Common Values
| Value | Count | Frequency (%) |
| fulltime | 104302 | |
| unemployed | 15238 | 9.6% |
| parttime | 13262 | 8.4% |
| stay_at_home | 8986 | 5.7% |
| other | 8899 | 5.6% |
| retired | 3911 | 2.5% |
| fulltime_student | 3078 | 1.9% |
| parttime_student | 1069 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fulltime | 104302 | |
| unemployed | 15238 | 9.6% |
| parttime | 13262 | 8.4% |
| stay_at_home | 8986 | 5.7% |
| other | 8899 | 5.6% |
| retired | 3911 | 2.5% |
| fulltime_student | 3078 | 1.9% |
| parttime_student | 1069 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 229998 | |
| e | 182041 | |
| t | 175118 | |
| m | 145935 | |
| u | 126765 | |
| i | 125622 | |
| f | 107380 | |
| o | 33123 | 2.5% |
| a | 32303 | 2.4% |
| r | 31052 | 2.3% |
| Other values (7) | 149611 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1316829 | |
| Connector Punctuation | 22119 | 1.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 229998 | |
| e | 182041 | |
| t | 175118 | |
| m | 145935 | |
| u | 126765 | |
| i | 125622 | |
| f | 107380 | |
| o | 33123 | 2.5% |
| a | 32303 | 2.5% |
| r | 31052 | 2.4% |
| Other values (6) | 127492 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 22119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1316829 | |
| Common | 22119 | 1.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 229998 | |
| e | 182041 | |
| t | 175118 | |
| m | 145935 | |
| u | 126765 | |
| i | 125622 | |
| f | 107380 | |
| o | 33123 | 2.5% |
| a | 32303 | 2.5% |
| r | 31052 | 2.4% |
| Other values (6) | 127492 |
Common
| Value | Count | Frequency (%) |
| _ | 22119 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1338948 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 229998 | |
| e | 182041 | |
| t | 175118 | |
| m | 145935 | |
| u | 126765 | |
| i | 125622 | |
| f | 107380 | |
| o | 33123 | 2.5% |
| a | 32303 | 2.4% |
| r | 31052 | 2.3% |
| Other values (7) | 149611 |
family_history
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| no | |
|---|---|
| yes | 638 |
| unknown | 370 |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 2.0156729 |
| Min length | 2 |
Characters and Unicode
| Total characters | 319978 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | yes |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 157737 | |
| yes | 638 | 0.4% |
| unknown | 370 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 157737 | |
| yes | 638 | 0.4% |
| unknown | 370 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 158847 | |
| o | 158107 | |
| y | 638 | 0.2% |
| e | 638 | 0.2% |
| s | 638 | 0.2% |
| u | 370 | 0.1% |
| k | 370 | 0.1% |
| w | 370 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 319978 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 158847 | |
| o | 158107 | |
| y | 638 | 0.2% |
| e | 638 | 0.2% |
| s | 638 | 0.2% |
| u | 370 | 0.1% |
| k | 370 | 0.1% |
| w | 370 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 319978 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 158847 | |
| o | 158107 | |
| y | 638 | 0.2% |
| e | 638 | 0.2% |
| s | 638 | 0.2% |
| u | 370 | 0.1% |
| k | 370 | 0.1% |
| w | 370 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 319978 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 158847 | |
| o | 158107 | |
| y | 638 | 0.2% |
| e | 638 | 0.2% |
| s | 638 | 0.2% |
| u | 370 | 0.1% |
| k | 370 | 0.1% |
| w | 370 | 0.1% |
final_expense
Categorical
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| assistance | 766 |
| oxygen | 457 |
| wheelchair | 302 |
| memory | 299 |
| Other values (29) | 359 |
Length
| Max length | 38 |
|---|---|
| Median length | 4 |
| Mean length | 4.0903714 |
| Min length | 4 |
Characters and Unicode
| Total characters | 649326 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 156562 | |
| assistance | 766 | 0.5% |
| oxygen | 457 | 0.3% |
| wheelchair | 302 | 0.2% |
| memory | 299 | 0.2% |
| wheelchair, assistance | 118 | 0.1% |
| oxygen, assistance | 62 | < 0.1% |
| memory, assistance | 51 | < 0.1% |
| wheelchair, oxygen, assistance | 25 | < 0.1% |
| assistance, wheelchair | 22 | < 0.1% |
| Other values (24) | 81 | 0.1% |
Length
| Value | Count | Frequency (%) |
| none | 156562 | |
| assistance | 1099 | 0.7% |
| oxygen | 604 | 0.4% |
| wheelchair | 516 | 0.3% |
| memory | 404 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 314827 | |
| e | 159701 | |
| o | 157570 | |
| s | 3297 | 0.5% |
| a | 2714 | 0.4% |
| i | 1615 | 0.2% |
| c | 1615 | 0.2% |
| t | 1099 | 0.2% |
| h | 1032 | 0.2% |
| y | 1008 | 0.2% |
| Other values (8) | 4848 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 648446 | |
| Other Punctuation | 440 | 0.1% |
| Space Separator | 440 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 314827 | |
| e | 159701 | |
| o | 157570 | |
| s | 3297 | 0.5% |
| a | 2714 | 0.4% |
| i | 1615 | 0.2% |
| c | 1615 | 0.2% |
| t | 1099 | 0.2% |
| h | 1032 | 0.2% |
| y | 1008 | 0.2% |
| Other values (6) | 3968 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 440 |
Space Separator
| Value | Count | Frequency (%) |
| 440 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 648446 | |
| Common | 880 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 314827 | |
| e | 159701 | |
| o | 157570 | |
| s | 3297 | 0.5% |
| a | 2714 | 0.4% |
| i | 1615 | 0.2% |
| c | 1615 | 0.2% |
| t | 1099 | 0.2% |
| h | 1032 | 0.2% |
| y | 1008 | 0.2% |
| Other values (6) | 3968 | 0.6% |
Common
| Value | Count | Frequency (%) |
| , | 440 | |
| 440 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 649326 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 314827 | |
| e | 159701 | |
| o | 157570 | |
| s | 3297 | 0.5% |
| a | 2714 | 0.4% |
| i | 1615 | 0.2% |
| c | 1615 | 0.2% |
| t | 1099 | 0.2% |
| h | 1032 | 0.2% |
| y | 1008 | 0.2% |
| Other values (8) | 4848 | 0.7% |
inpatient
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| hospital | 519 |
| longterm_care | 157 |
| hospice | 106 |
| hospital, longterm_care | 21 |
| Other values (5) | 18 |
Length
| Max length | 32 |
|---|---|
| Median length | 4 |
| Mean length | 4.029223 |
| Min length | 4 |
Characters and Unicode
| Total characters | 639619 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 157924 | |
| hospital | 519 | 0.3% |
| longterm_care | 157 | 0.1% |
| hospice | 106 | 0.1% |
| hospital, longterm_care | 21 | < 0.1% |
| hospital, longterm_care, hospice | 10 | < 0.1% |
| longterm_care, hospital | 4 | < 0.1% |
| longterm_care, hospice | 2 | < 0.1% |
| longterm_care, hospital, hospice | 1 | < 0.1% |
| hospital, hospice | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 157924 | |
| hospital | 556 | 0.4% |
| longterm_care | 195 | 0.1% |
| hospice | 120 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 316043 | |
| o | 158795 | |
| e | 158434 | |
| t | 751 | 0.1% |
| l | 751 | 0.1% |
| a | 751 | 0.1% |
| i | 676 | 0.1% |
| p | 676 | 0.1% |
| s | 676 | 0.1% |
| h | 676 | 0.1% |
| Other values (7) | 1390 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 639324 | |
| Connector Punctuation | 195 | < 0.1% |
| Other Punctuation | 50 | < 0.1% |
| Space Separator | 50 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 316043 | |
| o | 158795 | |
| e | 158434 | |
| t | 751 | 0.1% |
| l | 751 | 0.1% |
| a | 751 | 0.1% |
| i | 676 | 0.1% |
| p | 676 | 0.1% |
| s | 676 | 0.1% |
| h | 676 | 0.1% |
| Other values (4) | 1095 | 0.2% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 195 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 50 |
Space Separator
| Value | Count | Frequency (%) |
| 50 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 639324 | |
| Common | 295 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 316043 | |
| o | 158795 | |
| e | 158434 | |
| t | 751 | 0.1% |
| l | 751 | 0.1% |
| a | 751 | 0.1% |
| i | 676 | 0.1% |
| p | 676 | 0.1% |
| s | 676 | 0.1% |
| h | 676 | 0.1% |
| Other values (4) | 1095 | 0.2% |
Common
| Value | Count | Frequency (%) |
| _ | 195 | |
| , | 50 | 16.9% |
| 50 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 639619 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 316043 | |
| o | 158795 | |
| e | 158434 | |
| t | 751 | 0.1% |
| l | 751 | 0.1% |
| a | 751 | 0.1% |
| i | 676 | 0.1% |
| p | 676 | 0.1% |
| s | 676 | 0.1% |
| h | 676 | 0.1% |
| Other values (7) | 1390 | 0.2% |
med_advice
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| surgery | 7108 |
| test_procedure | 6808 |
| surgery, test_procedure | 672 |
| test_procedure, surgery | 91 |
Length
| Max length | 23 |
|---|---|
| Median length | 4 |
| Mean length | 4.6545151 |
| Min length | 4 |
Characters and Unicode
| Total characters | 738881 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | test_procedure |
| 4th row | none |
| 5th row | test_procedure |
Common Values
| Value | Count | Frequency (%) |
| none | 144066 | |
| surgery | 7108 | 4.5% |
| test_procedure | 6808 | 4.3% |
| surgery, test_procedure | 672 | 0.4% |
| test_procedure, surgery | 91 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 144066 | |
| surgery | 7871 | 4.9% |
| test_procedure | 7571 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 288132 | |
| e | 174650 | |
| o | 151637 | |
| r | 30884 | 4.2% |
| s | 15442 | 2.1% |
| u | 15442 | 2.1% |
| t | 15142 | 2.0% |
| g | 7871 | 1.1% |
| y | 7871 | 1.1% |
| _ | 7571 | 1.0% |
| Other values (5) | 24239 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 729784 | |
| Connector Punctuation | 7571 | 1.0% |
| Other Punctuation | 763 | 0.1% |
| Space Separator | 763 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 288132 | |
| e | 174650 | |
| o | 151637 | |
| r | 30884 | 4.2% |
| s | 15442 | 2.1% |
| u | 15442 | 2.1% |
| t | 15142 | 2.1% |
| g | 7871 | 1.1% |
| y | 7871 | 1.1% |
| p | 7571 | 1.0% |
| Other values (2) | 15142 | 2.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 7571 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 763 |
Space Separator
| Value | Count | Frequency (%) |
| 763 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 729784 | |
| Common | 9097 | 1.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 288132 | |
| e | 174650 | |
| o | 151637 | |
| r | 30884 | 4.2% |
| s | 15442 | 2.1% |
| u | 15442 | 2.1% |
| t | 15142 | 2.1% |
| g | 7871 | 1.1% |
| y | 7871 | 1.1% |
| p | 7571 | 1.0% |
| Other values (2) | 15142 | 2.1% |
Common
| Value | Count | Frequency (%) |
| _ | 7571 | |
| , | 763 | 8.4% |
| 763 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 738881 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 288132 | |
| e | 174650 | |
| o | 151637 | |
| r | 30884 | 4.2% |
| s | 15442 | 2.1% |
| u | 15442 | 2.1% |
| t | 15142 | 2.0% |
| g | 7871 | 1.1% |
| y | 7871 | 1.1% |
| _ | 7571 | 1.0% |
| Other values (5) | 24239 | 3.3% |
med_conditions
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 937 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| depression | |
| diabetes | 6935 |
| cancer | 2294 |
| heart_disease | 1771 |
| Other values (932) | 12095 |
Length
| Max length | 282 |
|---|---|
| Median length | 4 |
| Mean length | 6.0990393 |
| Min length | 2 |
Characters and Unicode
| Total characters | 968192 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 567 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | liver_cirrhosis |
| 4th row | none |
| 5th row | depression |
Common Values
| Value | Count | Frequency (%) |
| none | 121947 | |
| depression | 13703 | 8.6% |
| diabetes | 6935 | 4.4% |
| cancer | 2294 | 1.4% |
| heart_disease | 1771 | 1.1% |
| depression, diabetes | 835 | 0.5% |
| chest_pain | 799 | 0.5% |
| seizure_disorder | 691 | 0.4% |
| alcohol_abuse | 564 | 0.4% |
| stroke | 542 | 0.3% |
| Other values (927) | 8664 | 5.5% |
Length
| Value | Count | Frequency (%) |
| none | 121947 | |
| depression | 17810 | 10.6% |
| diabetes | 9782 | 5.8% |
| heart_disease | 3397 | 2.0% |
| cancer | 3054 | 1.8% |
| chest_pain | 1796 | 1.1% |
| seizure_disorder | 1385 | 0.8% |
| alcohol_abuse | 1383 | 0.8% |
| chronic_kidney_disease | 1272 | 0.8% |
| stroke | 1270 | 0.8% |
| Other values (12) | 4567 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 271369 | |
| e | 206657 | |
| o | 148985 | |
| s | 67588 | 7.0% |
| i | 43582 | 4.5% |
| d | 37651 | 3.9% |
| r | 35399 | 3.7% |
| a | 30283 | 3.1% |
| p | 22564 | 2.3% |
| t | 18361 | 1.9% |
| Other values (14) | 85753 | 8.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 937717 | |
| Connector Punctuation | 12639 | 1.3% |
| Other Punctuation | 8918 | 0.9% |
| Space Separator | 8918 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 271369 | |
| e | 206657 | |
| o | 148985 | |
| s | 67588 | 7.2% |
| i | 43582 | 4.6% |
| d | 37651 | 4.0% |
| r | 35399 | 3.8% |
| a | 30283 | 3.2% |
| p | 22564 | 2.4% |
| t | 18361 | 2.0% |
| Other values (11) | 55278 | 5.9% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 12639 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 8918 |
Space Separator
| Value | Count | Frequency (%) |
| 8918 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 937717 | |
| Common | 30475 | 3.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 271369 | |
| e | 206657 | |
| o | 148985 | |
| s | 67588 | 7.2% |
| i | 43582 | 4.6% |
| d | 37651 | 4.0% |
| r | 35399 | 3.8% |
| a | 30283 | 3.2% |
| p | 22564 | 2.4% |
| t | 18361 | 2.0% |
| Other values (11) | 55278 | 5.9% |
Common
| Value | Count | Frequency (%) |
| _ | 12639 | |
| , | 8918 | |
| 8918 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 968192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 271369 | |
| e | 206657 | |
| o | 148985 | |
| s | 67588 | 7.0% |
| i | 43582 | 4.5% |
| d | 37651 | 3.9% |
| r | 35399 | 3.7% |
| a | 30283 | 3.1% |
| p | 22564 | 2.3% |
| t | 18361 | 1.9% |
| Other values (14) | 85753 | 8.9% |
seizure_diagnosis
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| other | 274 |
| grand_mal | 215 |
| unknown | 175 |
| petit_mal | 70 |
| Other values (25) | 129 |
Length
| Max length | 33 |
|---|---|
| Median length | 4 |
| Mean length | 4.0240071 |
| Min length | 4 |
Characters and Unicode
| Total characters | 638791 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 157882 | |
| other | 274 | 0.2% |
| grand_mal | 215 | 0.1% |
| unknown | 175 | 0.1% |
| petit_mal | 70 | < 0.1% |
| grand_mal, petit_mal | 27 | < 0.1% |
| drug | 19 | < 0.1% |
| grand_mal, other | 16 | < 0.1% |
| other, unknown | 15 | < 0.1% |
| grand_mal, petit_mal, other | 6 | < 0.1% |
| Other values (20) | 46 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| none | 157882 | |
| other | 338 | 0.2% |
| grand_mal | 291 | 0.2% |
| unknown | 207 | 0.1% |
| petit_mal | 121 | 0.1% |
| drug | 38 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 316676 | |
| o | 158427 | |
| e | 158341 | |
| a | 703 | 0.1% |
| r | 667 | 0.1% |
| t | 580 | 0.1% |
| l | 412 | 0.1% |
| m | 412 | 0.1% |
| _ | 412 | 0.1% |
| h | 338 | 0.1% |
| Other values (9) | 1823 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 638115 | |
| Connector Punctuation | 412 | 0.1% |
| Other Punctuation | 132 | < 0.1% |
| Space Separator | 132 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 316676 | |
| o | 158427 | |
| e | 158341 | |
| a | 703 | 0.1% |
| r | 667 | 0.1% |
| t | 580 | 0.1% |
| l | 412 | 0.1% |
| m | 412 | 0.1% |
| h | 338 | 0.1% |
| d | 329 | 0.1% |
| Other values (6) | 1230 | 0.2% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 412 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 132 |
Space Separator
| Value | Count | Frequency (%) |
| 132 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 638115 | |
| Common | 676 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 316676 | |
| o | 158427 | |
| e | 158341 | |
| a | 703 | 0.1% |
| r | 667 | 0.1% |
| t | 580 | 0.1% |
| l | 412 | 0.1% |
| m | 412 | 0.1% |
| h | 338 | 0.1% |
| d | 329 | 0.1% |
| Other values (6) | 1230 | 0.2% |
Common
| Value | Count | Frequency (%) |
| _ | 412 | |
| , | 132 | 19.5% |
| 132 | 19.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 638791 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 316676 | |
| o | 158427 | |
| e | 158341 | |
| a | 703 | 0.1% |
| r | 667 | 0.1% |
| t | 580 | 0.1% |
| l | 412 | 0.1% |
| m | 412 | 0.1% |
| _ | 412 | 0.1% |
| h | 338 | 0.1% |
| Other values (9) | 1823 | 0.3% |
stroke_count
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0030300167 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 158446 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.11149993 |
|---|---|
| Coefficient of variation (CV) | 36.798454 |
| Kurtosis | 24843.017 |
| Mean | 0.0030300167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 124.26003 |
| Sum | 481 |
| Variance | 0.012432234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 158446 | |
| 1 | 218 | 0.1% |
| 2 | 50 | < 0.1% |
| 3 | 15 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 158446 | |
| 1 | 218 | 0.1% |
| 2 | 50 | < 0.1% |
| 3 | 15 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 7 | < 0.1% |
| 3 | 15 | < 0.1% |
| 2 | 50 |
stroke_diagnosis
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| mini-stroke or tia | 41 |
| stroke | 25 |
| unknown | 14 |
Length
| Max length | 18 |
|---|---|
| Median length | 4 |
| Mean length | 4.0041954 |
| Min length | 4 |
Characters and Unicode
| Total characters | 635646 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 158665 | |
| mini-stroke or tia | 41 | < 0.1% |
| stroke | 25 | < 0.1% |
| unknown | 14 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 158665 | |
| mini-stroke | 41 | < 0.1% |
| or | 41 | < 0.1% |
| tia | 41 | < 0.1% |
| stroke | 25 | < 0.1% |
| unknown | 14 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 317413 | |
| o | 158786 | |
| e | 158731 | |
| i | 123 | < 0.1% |
| t | 107 | < 0.1% |
| r | 107 | < 0.1% |
| 82 | < 0.1% | |
| k | 80 | < 0.1% |
| s | 66 | < 0.1% |
| m | 41 | < 0.1% |
| Other values (4) | 110 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 635523 | |
| Space Separator | 82 | < 0.1% |
| Dash Punctuation | 41 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 317413 | |
| o | 158786 | |
| e | 158731 | |
| i | 123 | < 0.1% |
| t | 107 | < 0.1% |
| r | 107 | < 0.1% |
| k | 80 | < 0.1% |
| s | 66 | < 0.1% |
| m | 41 | < 0.1% |
| a | 41 | < 0.1% |
| Other values (2) | 28 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 82 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 41 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 635523 | |
| Common | 123 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 317413 | |
| o | 158786 | |
| e | 158731 | |
| i | 123 | < 0.1% |
| t | 107 | < 0.1% |
| r | 107 | < 0.1% |
| k | 80 | < 0.1% |
| s | 66 | < 0.1% |
| m | 41 | < 0.1% |
| a | 41 | < 0.1% |
| Other values (2) | 28 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| 82 | ||
| - | 41 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 635646 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 317413 | |
| o | 158786 | |
| e | 158731 | |
| i | 123 | < 0.1% |
| t | 107 | < 0.1% |
| r | 107 | < 0.1% |
| 82 | < 0.1% | |
| k | 80 | < 0.1% |
| s | 66 | < 0.1% |
| m | 41 | < 0.1% |
| Other values (4) | 110 | < 0.1% |
stroke_diagnosis_multiselect
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| stroke | 277 |
| "mini-stroke or tia" | 272 |
| unknown | 41 |
| stroke, "mini-stroke or tia" | 16 |
| Other values (4) | 12 |
Length
| Max length | 29 |
|---|---|
| Median length | 4 |
| Mean length | 4.0356169 |
| Min length | 4 |
Characters and Unicode
| Total characters | 640634 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 158127 | |
| stroke | 277 | 0.2% |
| "mini-stroke or tia" | 272 | 0.2% |
| unknown | 41 | < 0.1% |
| stroke, "mini-stroke or tia" | 16 | < 0.1% |
| mini-stroke or tia | 5 | < 0.1% |
| "mini-stroke or tia", stroke | 4 | < 0.1% |
| "mini-stroke or tia", unknown | 2 | < 0.1% |
| unknown, "mini-stroke or tia" | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 158127 | |
| mini-stroke | 300 | 0.2% |
| or | 300 | 0.2% |
| tia | 300 | 0.2% |
| stroke | 297 | 0.2% |
| unknown | 44 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 316686 | |
| o | 159068 | |
| e | 158724 | |
| i | 900 | 0.1% |
| t | 897 | 0.1% |
| r | 897 | 0.1% |
| k | 641 | 0.1% |
| 623 | 0.1% | |
| s | 597 | 0.1% |
| " | 590 | 0.1% |
| Other values (6) | 1011 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 639098 | |
| Space Separator | 623 | 0.1% |
| Other Punctuation | 613 | 0.1% |
| Dash Punctuation | 300 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 316686 | |
| o | 159068 | |
| e | 158724 | |
| i | 900 | 0.1% |
| t | 897 | 0.1% |
| r | 897 | 0.1% |
| k | 641 | 0.1% |
| s | 597 | 0.1% |
| m | 300 | < 0.1% |
| a | 300 | < 0.1% |
| Other values (2) | 88 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| " | 590 | |
| , | 23 | 3.8% |
Space Separator
| Value | Count | Frequency (%) |
| 623 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 300 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 639098 | |
| Common | 1536 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 316686 | |
| o | 159068 | |
| e | 158724 | |
| i | 900 | 0.1% |
| t | 897 | 0.1% |
| r | 897 | 0.1% |
| k | 641 | 0.1% |
| s | 597 | 0.1% |
| m | 300 | < 0.1% |
| a | 300 | < 0.1% |
| Other values (2) | 88 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| 623 | ||
| " | 590 | |
| - | 300 | |
| , | 23 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 640634 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 316686 | |
| o | 159068 | |
| e | 158724 | |
| i | 900 | 0.1% |
| t | 897 | 0.1% |
| r | 897 | 0.1% |
| k | 641 | 0.1% |
| 623 | 0.1% | |
| s | 597 | 0.1% |
| " | 590 | 0.1% |
| Other values (6) | 1011 | 0.2% |
test_proc_outstanding
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 1529 |
| Value | Count | Frequency (%) |
| False | 157216 | |
| True | 1529 | 1.0% |
test_proc_type
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 226 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| other | 565 |
| blood_work | 118 |
| colonoscopy | 110 |
| bone_joint_imaging | 55 |
| Other values (221) | 595 |
Length
| Max length | 150 |
|---|---|
| Median length | 4 |
| Mean length | 4.1097861 |
| Min length | 3 |
Characters and Unicode
| Total characters | 652408 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 159 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | mammogram, ekg |
Common Values
| Value | Count | Frequency (%) |
| none | 157302 | |
| other | 565 | 0.4% |
| blood_work | 118 | 0.1% |
| colonoscopy | 110 | 0.1% |
| bone_joint_imaging | 55 | < 0.1% |
| blood_work, other | 51 | < 0.1% |
| mammogram | 40 | < 0.1% |
| colonoscopy, other | 24 | < 0.1% |
| blood_work, urine_testing | 23 | < 0.1% |
| ekg | 17 | < 0.1% |
| Other values (216) | 440 | 0.3% |
Length
| Value | Count | Frequency (%) |
| none | 157302 | |
| other | 776 | 0.5% |
| blood_work | 470 | 0.3% |
| colonoscopy | 235 | 0.1% |
| mammogram | 155 | 0.1% |
| bone_joint_imaging | 152 | 0.1% |
| urine_testing | 130 | 0.1% |
| pap_smear | 120 | 0.1% |
| vision_hearing | 110 | 0.1% |
| ekg | 103 | 0.1% |
| Other values (3) | 119 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 315969 | |
| o | 161029 | |
| e | 159018 | |
| r | 1848 | 0.3% |
| t | 1308 | 0.2% |
| _ | 1210 | 0.2% |
| i | 1122 | 0.2% |
| g | 933 | 0.1% |
| 927 | 0.1% | |
| , | 927 | 0.1% |
| Other values (15) | 8117 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 649344 | |
| Connector Punctuation | 1210 | 0.2% |
| Space Separator | 927 | 0.1% |
| Other Punctuation | 927 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 315969 | |
| o | 161029 | |
| e | 159018 | |
| r | 1848 | 0.3% |
| t | 1308 | 0.2% |
| i | 1122 | 0.2% |
| g | 933 | 0.1% |
| a | 899 | 0.1% |
| m | 892 | 0.1% |
| h | 886 | 0.1% |
| Other values (12) | 5440 | 0.8% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1210 |
Space Separator
| Value | Count | Frequency (%) |
| 927 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 927 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 649344 | |
| Common | 3064 | 0.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 315969 | |
| o | 161029 | |
| e | 159018 | |
| r | 1848 | 0.3% |
| t | 1308 | 0.2% |
| i | 1122 | 0.2% |
| g | 933 | 0.1% |
| a | 899 | 0.1% |
| m | 892 | 0.1% |
| h | 886 | 0.1% |
| Other values (12) | 5440 | 0.8% |
Common
| Value | Count | Frequency (%) |
| _ | 1210 | |
| 927 | ||
| , | 927 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 652408 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 315969 | |
| o | 161029 | |
| e | 159018 | |
| r | 1848 | 0.3% |
| t | 1308 | 0.2% |
| _ | 1210 | 0.2% |
| i | 1122 | 0.2% |
| g | 933 | 0.1% |
| 927 | 0.1% | |
| , | 927 | 0.1% |
| Other values (15) | 8117 | 1.2% |
climbing_equipment
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| True | |
|---|---|
| False | 481 |
| Value | Count | Frequency (%) |
| True | 158264 | |
| False | 481 | 0.3% |
criminal_history
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| misdemeanor | 5660 |
| felony | 5244 |
| dui | 3195 |
| misdemeanor, felony | 923 |
| Other values (11) | 1643 |
Length
| Max length | 24 |
|---|---|
| Median length | 4 |
| Mean length | 4.5233803 |
| Min length | 3 |
Characters and Unicode
| Total characters | 718064 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | felony |
|---|---|
| 2nd row | misdemeanor, felony |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 142080 | |
| misdemeanor | 5660 | 3.6% |
| felony | 5244 | 3.3% |
| dui | 3195 | 2.0% |
| misdemeanor, felony | 923 | 0.6% |
| felony, misdemeanor | 504 | 0.3% |
| misdemeanor, dui | 444 | 0.3% |
| felony, dui | 228 | 0.1% |
| misdemeanor, felony, dui | 184 | 0.1% |
| dui, misdemeanor | 106 | 0.1% |
| Other values (6) | 177 | 0.1% |
Length
| Value | Count | Frequency (%) |
| none | 142080 | |
| misdemeanor | 7948 | 4.9% |
| felony | 7260 | 4.5% |
| dui | 4334 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 299368 | |
| e | 165236 | |
| o | 157288 | |
| m | 15896 | 2.2% |
| i | 12282 | 1.7% |
| d | 12282 | 1.7% |
| s | 7948 | 1.1% |
| a | 7948 | 1.1% |
| r | 7948 | 1.1% |
| f | 7260 | 1.0% |
| Other values (5) | 24608 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 712310 | |
| Other Punctuation | 2877 | 0.4% |
| Space Separator | 2877 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 299368 | |
| e | 165236 | |
| o | 157288 | |
| m | 15896 | 2.2% |
| i | 12282 | 1.7% |
| d | 12282 | 1.7% |
| s | 7948 | 1.1% |
| a | 7948 | 1.1% |
| r | 7948 | 1.1% |
| f | 7260 | 1.0% |
| Other values (3) | 18854 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2877 |
Space Separator
| Value | Count | Frequency (%) |
| 2877 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 712310 | |
| Common | 5754 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 299368 | |
| e | 165236 | |
| o | 157288 | |
| m | 15896 | 2.2% |
| i | 12282 | 1.7% |
| d | 12282 | 1.7% |
| s | 7948 | 1.1% |
| a | 7948 | 1.1% |
| r | 7948 | 1.1% |
| f | 7260 | 1.0% |
| Other values (3) | 18854 | 2.6% |
Common
| Value | Count | Frequency (%) |
| , | 2877 | |
| 2877 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 718064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 299368 | |
| e | 165236 | |
| o | 157288 | |
| m | 15896 | 2.2% |
| i | 12282 | 1.7% |
| d | 12282 | 1.7% |
| s | 7948 | 1.1% |
| a | 7948 | 1.1% |
| r | 7948 | 1.1% |
| f | 7260 | 1.0% |
| Other values (5) | 24608 | 3.4% |
disability_audio_visual
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 194 |
| Value | Count | Frequency (%) |
| False | 158551 | |
| True | 194 | 0.1% |
disability_pmts_reason
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| ssdi | 7988 |
| vadi | 2239 |
| long_term | 1140 |
| short_term | 947 |
| Other values (83) | 2786 |
Length
| Max length | 58 |
|---|---|
| Median length | 4 |
| Mean length | 4.201052 |
| Min length | 4 |
Characters and Unicode
| Total characters | 666896 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 34 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | ssdi |
| 3rd row | ssdi |
| 4th row | none |
| 5th row | ssdi |
Common Values
| Value | Count | Frequency (%) |
| none | 143645 | |
| ssdi | 7988 | 5.0% |
| vadi | 2239 | 1.4% |
| long_term | 1140 | 0.7% |
| short_term | 947 | 0.6% |
| other | 734 | 0.5% |
| long_term, ssdi | 417 | 0.3% |
| ssdi, vadi | 366 | 0.2% |
| maternity | 289 | 0.2% |
| workers_comp | 203 | 0.1% |
| Other values (78) | 777 | 0.5% |
Length
| Value | Count | Frequency (%) |
| none | 143645 | |
| ssdi | 9271 | 5.8% |
| vadi | 2844 | 1.8% |
| long_term | 1904 | 1.2% |
| short_term | 1173 | 0.7% |
| other | 916 | 0.6% |
| maternity | 352 | 0.2% |
| workers_comp | 323 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 289546 | |
| e | 148313 | |
| o | 148284 | |
| s | 20038 | 3.0% |
| i | 12467 | 1.9% |
| d | 12115 | 1.8% |
| r | 6164 | 0.9% |
| t | 5870 | 0.9% |
| m | 3752 | 0.6% |
| _ | 3400 | 0.5% |
| Other values (12) | 16947 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 660130 | |
| Connector Punctuation | 3400 | 0.5% |
| Other Punctuation | 1683 | 0.3% |
| Space Separator | 1683 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 289546 | |
| e | 148313 | |
| o | 148284 | |
| s | 20038 | 3.0% |
| i | 12467 | 1.9% |
| d | 12115 | 1.8% |
| r | 6164 | 0.9% |
| t | 5870 | 0.9% |
| m | 3752 | 0.6% |
| a | 3196 | 0.5% |
| Other values (9) | 10385 | 1.6% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3400 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1683 |
Space Separator
| Value | Count | Frequency (%) |
| 1683 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 660130 | |
| Common | 6766 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 289546 | |
| e | 148313 | |
| o | 148284 | |
| s | 20038 | 3.0% |
| i | 12467 | 1.9% |
| d | 12115 | 1.8% |
| r | 6164 | 0.9% |
| t | 5870 | 0.9% |
| m | 3752 | 0.6% |
| a | 3196 | 0.5% |
| Other values (9) | 10385 | 1.6% |
Common
| Value | Count | Frequency (%) |
| _ | 3400 | |
| , | 1683 | |
| 1683 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 666896 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 289546 | |
| e | 148313 | |
| o | 148284 | |
| s | 20038 | 3.0% |
| i | 12467 | 1.9% |
| d | 12115 | 1.8% |
| r | 6164 | 0.9% |
| t | 5870 | 0.9% |
| m | 3752 | 0.6% |
| _ | 3400 | 0.5% |
| Other values (12) | 16947 | 2.5% |
dui_count
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.034325491 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 154764 |
| Zeros (%) | 97.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.28000485 |
|---|---|
| Coefficient of variation (CV) | 8.1573443 |
| Kurtosis | 1485.6139 |
| Mean | 0.034325491 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.836988 |
| Sum | 5449 |
| Variance | 0.078402714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 154764 | |
| 1 | 3056 | 1.9% |
| 2 | 684 | 0.4% |
| 3 | 161 | 0.1% |
| 4 | 35 | < 0.1% |
| 6 | 12 | < 0.1% |
| 5 | 11 | < 0.1% |
| 7 | 4 | < 0.1% |
| 20 | 4 | < 0.1% |
| 10 | 4 | < 0.1% |
| Other values (6) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 154764 | |
| 1 | 3056 | 1.9% |
| 2 | 684 | 0.4% |
| 3 | 161 | 0.1% |
| 4 | 35 | < 0.1% |
| 5 | 11 | < 0.1% |
| 6 | 12 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 4 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 12 |
expected_travel_90_days
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| no | 223 |
| yes | 36 |
| unknown | 16 |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 3.9972661 |
| Min length | 2 |
Characters and Unicode
| Total characters | 634546 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 158470 | |
| no | 223 | 0.1% |
| yes | 36 | < 0.1% |
| unknown | 16 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 158470 | |
| no | 223 | 0.1% |
| yes | 36 | < 0.1% |
| unknown | 16 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 317211 | |
| o | 158709 | |
| e | 158506 | |
| y | 36 | < 0.1% |
| s | 36 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| w | 16 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 634546 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 317211 | |
| o | 158709 | |
| e | 158506 | |
| y | 36 | < 0.1% |
| s | 36 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| w | 16 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 634546 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 317211 | |
| o | 158709 | |
| e | 158506 | |
| y | 36 | < 0.1% |
| s | 36 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| w | 16 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 634546 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 317211 | |
| o | 158709 | |
| e | 158506 | |
| y | 36 | < 0.1% |
| s | 36 | < 0.1% |
| u | 16 | < 0.1% |
| k | 16 | < 0.1% |
| w | 16 | < 0.1% |
expected_travel
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 7530 |
| Value | Count | Frequency (%) |
| False | 151215 | |
| True | 7530 | 4.7% |
expected_travel_multiselect
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| extended_travel | 57 |
| AF | 2 |
| IQ | 2 |
| AF, IQ | 1 |
Length
| Max length | 23 |
|---|---|
| Median length | 4 |
| Mean length | 4.0040316 |
| Min length | 2 |
Characters and Unicode
| Total characters | 635620 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 158682 | |
| extended_travel | 57 | < 0.1% |
| AF | 2 | < 0.1% |
| IQ | 2 | < 0.1% |
| AF, IQ | 1 | < 0.1% |
| AF, IQ, extended_travel | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 158682 | |
| extended_travel | 58 | < 0.1% |
| af | 4 | < 0.1% |
| iq | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 317422 | |
| e | 158914 | |
| o | 158682 | |
| t | 116 | < 0.1% |
| d | 116 | < 0.1% |
| l | 58 | < 0.1% |
| v | 58 | < 0.1% |
| a | 58 | < 0.1% |
| r | 58 | < 0.1% |
| _ | 58 | < 0.1% |
| Other values (7) | 80 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 635540 | |
| Connector Punctuation | 58 | < 0.1% |
| Uppercase Letter | 16 | < 0.1% |
| Other Punctuation | 3 | < 0.1% |
| Space Separator | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 317422 | |
| e | 158914 | |
| o | 158682 | |
| t | 116 | < 0.1% |
| d | 116 | < 0.1% |
| l | 58 | < 0.1% |
| v | 58 | < 0.1% |
| a | 58 | < 0.1% |
| r | 58 | < 0.1% |
| x | 58 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 4 | |
| F | 4 | |
| I | 4 | |
| Q | 4 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 58 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3 |
Space Separator
| Value | Count | Frequency (%) |
| 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 635556 | |
| Common | 64 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 317422 | |
| e | 158914 | |
| o | 158682 | |
| t | 116 | < 0.1% |
| d | 116 | < 0.1% |
| l | 58 | < 0.1% |
| v | 58 | < 0.1% |
| a | 58 | < 0.1% |
| r | 58 | < 0.1% |
| x | 58 | < 0.1% |
| Other values (4) | 16 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| _ | 58 | |
| , | 3 | 4.7% |
| 3 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 635620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 317422 | |
| e | 158914 | |
| o | 158682 | |
| t | 116 | < 0.1% |
| d | 116 | < 0.1% |
| l | 58 | < 0.1% |
| v | 58 | < 0.1% |
| a | 58 | < 0.1% |
| r | 58 | < 0.1% |
| _ | 58 | < 0.1% |
| Other values (7) | 80 | < 0.1% |
illicit_drugs
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 5932 |
| Value | Count | Frequency (%) |
| False | 152813 | |
| True | 5932 | 3.7% |
mental_health_diagnosis
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 793 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| depression, anxiety | 2919 |
| anxiety | 2907 |
| depression | 2804 |
| depression, anxiety, ptsd | 977 |
| Other values (788) | 9251 |
Length
| Max length | 94 |
|---|---|
| Median length | 4 |
| Mean length | 5.6466849 |
| Min length | 3 |
Characters and Unicode
| Total characters | 896383 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 449 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | depression, anxiety, add |
| 5th row | bipolar |
Common Values
| Value | Count | Frequency (%) |
| none | 139887 | |
| depression, anxiety | 2919 | 1.8% |
| anxiety | 2907 | 1.8% |
| depression | 2804 | 1.8% |
| depression, anxiety, ptsd | 977 | 0.6% |
| bipolar | 789 | 0.5% |
| ptsd | 588 | 0.4% |
| depression, anxiety, bipolar | 520 | 0.3% |
| anxiety, depression | 460 | 0.3% |
| depression, anxiety, ptsd, bipolar | 372 | 0.2% |
| Other values (783) | 6522 | 4.1% |
Length
| Value | Count | Frequency (%) |
| none | 139887 | |
| depression | 12432 | 6.9% |
| anxiety | 12426 | 6.9% |
| ptsd | 4769 | 2.6% |
| bipolar | 4240 | 2.4% |
| add | 2786 | 1.5% |
| ocd | 1120 | 0.6% |
| other | 917 | 0.5% |
| schizophrenia | 717 | 0.4% |
| psychosis | 401 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 305681 | |
| e | 179475 | |
| o | 160046 | |
| s | 31885 | 3.6% |
| i | 31597 | 3.5% |
| d | 24557 | 2.7% |
| p | 22559 | 2.5% |
| 21282 | 2.4% | |
| , | 21282 | 2.4% |
| a | 20501 | 2.3% |
| Other values (11) | 77518 | 8.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 853487 | |
| Space Separator | 21282 | 2.4% |
| Other Punctuation | 21282 | 2.4% |
| Connector Punctuation | 332 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 305681 | |
| e | 179475 | |
| o | 160046 | |
| s | 31885 | 3.7% |
| i | 31597 | 3.7% |
| d | 24557 | 2.9% |
| p | 22559 | 2.6% |
| a | 20501 | 2.4% |
| r | 18970 | 2.2% |
| t | 18444 | 2.2% |
| Other values (8) | 39772 | 4.7% |
Space Separator
| Value | Count | Frequency (%) |
| 21282 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 21282 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 332 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 853487 | |
| Common | 42896 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 305681 | |
| e | 179475 | |
| o | 160046 | |
| s | 31885 | 3.7% |
| i | 31597 | 3.7% |
| d | 24557 | 2.9% |
| p | 22559 | 2.6% |
| a | 20501 | 2.4% |
| r | 18970 | 2.2% |
| t | 18444 | 2.2% |
| Other values (8) | 39772 | 4.7% |
Common
| Value | Count | Frequency (%) |
| 21282 | ||
| , | 21282 | |
| _ | 332 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 896383 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 305681 | |
| e | 179475 | |
| o | 160046 | |
| s | 31885 | 3.6% |
| i | 31597 | 3.5% |
| d | 24557 | 2.7% |
| p | 22559 | 2.5% |
| 21282 | 2.4% | |
| , | 21282 | 2.4% |
| a | 20501 | 2.3% |
| Other values (11) | 77518 | 8.6% |
mental_health_hospitalized
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 573 |
| Value | Count | Frequency (%) |
| False | 158172 | |
| True | 573 | 0.4% |
mental_health_missed_work
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 84 |
| Value | Count | Frequency (%) |
| False | 158661 | |
| True | 84 | 0.1% |
pilot_student_private
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 251 |
| Value | Count | Frequency (%) |
| False | 158494 | |
| True | 251 | 0.2% |
racing_100mph
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| True | |
|---|---|
| False | 297 |
| Value | Count | Frequency (%) |
| True | 158448 | |
| False | 297 | 0.2% |
rx_increase
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 104 |
| Value | Count | Frequency (%) |
| False | 158641 | |
| True | 104 | 0.1% |
scuba_130ft
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 149 |
| Value | Count | Frequency (%) |
| False | 158596 | |
| True | 149 | 0.1% |
seizure_car_accident
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True | 5 |
| Value | Count | Frequency (%) |
| False | 158740 | |
| True | 5 | < 0.1% |
tb
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 138332 | |
| True | 20413 | 12.9% |
weight_loss
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 139588 | |
| True | 19157 | 12.1% |
weight_loss_amount
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 241 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1881067 |
| Minimum | 0 |
|---|---|
| Maximum | 7403 |
| Zeros | 139638 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20 |
| Maximum | 7403 |
| Range | 7403 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27.034006 |
|---|---|
| Coefficient of variation (CV) | 8.4796426 |
| Kurtosis | 39180.065 |
| Mean | 3.1881067 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 160.88351 |
| Sum | 506096 |
| Variance | 730.83746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 139638 | |
| 15 | 3539 | 2.2% |
| 20 | 2986 | 1.9% |
| 10 | 2412 | 1.5% |
| 12 | 1508 | 0.9% |
| 30 | 1387 | 0.9% |
| 25 | 1209 | 0.8% |
| 40 | 648 | 0.4% |
| 11 | 623 | 0.4% |
| 50 | 481 | 0.3% |
| Other values (231) | 4314 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 139638 | |
| 1 | 6 | < 0.1% |
| 2 | 24 | < 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 21 | < 0.1% |
| 5 | 238 | 0.1% |
| 6 | 66 | < 0.1% |
| 7 | 59 | < 0.1% |
| 8 | 154 | 0.1% |
| 9 | 53 | < 0.1% |
| Value | Count | Frequency (%) |
| 7403 | 1 | < 0.1% |
| 4047 | 1 | < 0.1% |
| 2248 | 1 | < 0.1% |
| 1900 | 2 | |
| 1192 | 1 | < 0.1% |
| 1000 | 2 | |
| 511 | 1 | < 0.1% |
| 500 | 3 | |
| 430 | 1 | < 0.1% |
| 423 | 1 | < 0.1% |
weight_loss_reason
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 166 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| diet, exercise | 2548 |
| diet | 782 |
| other | 673 |
| exercise | 469 |
| Other values (161) | 2538 |
Length
| Max length | 73 |
|---|---|
| Median length | 4 |
| Mean length | 4.3863933 |
| Min length | 4 |
Characters and Unicode
| Total characters | 696318 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 78 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | medication |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 151735 | |
| diet, exercise | 2548 | 1.6% |
| diet | 782 | 0.5% |
| other | 673 | 0.4% |
| exercise | 469 | 0.3% |
| childbirth | 435 | 0.3% |
| exercise, diet | 406 | 0.3% |
| medical_condition | 272 | 0.2% |
| surgery | 254 | 0.2% |
| diet, exercise, medication | 116 | 0.1% |
| Other values (156) | 1055 | 0.7% |
Length
| Value | Count | Frequency (%) |
| none | 151735 | |
| diet | 4580 | 2.8% |
| exercise | 4160 | 2.5% |
| other | 1022 | 0.6% |
| childbirth | 659 | 0.4% |
| medical_condition | 509 | 0.3% |
| surgery | 509 | 0.3% |
| medication | 417 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 304905 | |
| e | 171252 | |
| o | 154192 | |
| i | 12419 | 1.8% |
| t | 7187 | 1.0% |
| r | 6859 | 1.0% |
| d | 6674 | 1.0% |
| c | 6254 | 0.9% |
| 4846 | 0.7% | |
| , | 4846 | 0.7% |
| Other values (11) | 16884 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 686117 | |
| Space Separator | 4846 | 0.7% |
| Other Punctuation | 4846 | 0.7% |
| Connector Punctuation | 509 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 304905 | |
| e | 171252 | |
| o | 154192 | |
| i | 12419 | 1.8% |
| t | 7187 | 1.0% |
| r | 6859 | 1.0% |
| d | 6674 | 1.0% |
| c | 6254 | 0.9% |
| s | 4669 | 0.7% |
| x | 4160 | 0.6% |
| Other values (8) | 7546 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 4846 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4846 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 509 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 686117 | |
| Common | 10201 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 304905 | |
| e | 171252 | |
| o | 154192 | |
| i | 12419 | 1.8% |
| t | 7187 | 1.0% |
| r | 6859 | 1.0% |
| d | 6674 | 1.0% |
| c | 6254 | 0.9% |
| s | 4669 | 0.7% |
| x | 4160 | 0.6% |
| Other values (8) | 7546 | 1.1% |
Common
| Value | Count | Frequency (%) |
| 4846 | ||
| , | 4846 | |
| _ | 509 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 696318 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 304905 | |
| e | 171252 | |
| o | 154192 | |
| i | 12419 | 1.8% |
| t | 7187 | 1.0% |
| r | 6859 | 1.0% |
| d | 6674 | 1.0% |
| c | 6254 | 0.9% |
| 4846 | 0.7% | |
| , | 4846 | 0.7% |
| Other values (11) | 16884 | 2.4% |
cancer_type
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| other | 2722 |
| basal | 156 |
| squamous | 122 |
| basal, other | 19 |
| Other values (6) | 35 |
Length
| Max length | 22 |
|---|---|
| Median length | 4 |
| Mean length | 4.0246937 |
| Min length | 4 |
Characters and Unicode
| Total characters | 638900 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 155691 | |
| other | 2722 | 1.7% |
| basal | 156 | 0.1% |
| squamous | 122 | 0.1% |
| basal, other | 19 | < 0.1% |
| basal, squamous | 12 | < 0.1% |
| squamous, other | 10 | < 0.1% |
| other, basal | 6 | < 0.1% |
| basal, squamous, other | 5 | < 0.1% |
| squamous, basal | 1 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| none | 155691 | |
| other | 2763 | 1.7% |
| basal | 199 | 0.1% |
| squamous | 151 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 311382 | |
| o | 158605 | |
| e | 158454 | |
| t | 2763 | 0.4% |
| h | 2763 | 0.4% |
| r | 2763 | 0.4% |
| a | 549 | 0.1% |
| s | 501 | 0.1% |
| u | 302 | < 0.1% |
| b | 199 | < 0.1% |
| Other values (5) | 619 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 638782 | |
| Other Punctuation | 59 | < 0.1% |
| Space Separator | 59 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 311382 | |
| o | 158605 | |
| e | 158454 | |
| t | 2763 | 0.4% |
| h | 2763 | 0.4% |
| r | 2763 | 0.4% |
| a | 549 | 0.1% |
| s | 501 | 0.1% |
| u | 302 | < 0.1% |
| b | 199 | < 0.1% |
| Other values (3) | 501 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 59 |
Space Separator
| Value | Count | Frequency (%) |
| 59 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 638782 | |
| Common | 118 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 311382 | |
| o | 158605 | |
| e | 158454 | |
| t | 2763 | 0.4% |
| h | 2763 | 0.4% |
| r | 2763 | 0.4% |
| a | 549 | 0.1% |
| s | 501 | 0.1% |
| u | 302 | < 0.1% |
| b | 199 | < 0.1% |
| Other values (3) | 501 | 0.1% |
Common
| Value | Count | Frequency (%) |
| , | 59 | |
| 59 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 638900 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 311382 | |
| o | 158605 | |
| e | 158454 | |
| t | 2763 | 0.4% |
| h | 2763 | 0.4% |
| r | 2763 | 0.4% |
| a | 549 | 0.1% |
| s | 501 | 0.1% |
| u | 302 | < 0.1% |
| b | 199 | < 0.1% |
| Other values (5) | 619 | 0.1% |
citizen
Boolean
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| True | |
|---|---|
| False | 7052 |
| Value | Count | Frequency (%) |
| True | 151693 | |
| False | 7052 | 4.4% |
legal_resident
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| resident | |
|---|---|
| visa | 998 |
| none | 959 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.9506882 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1262132 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | resident |
|---|---|
| 2nd row | resident |
| 3rd row | resident |
| 4th row | resident |
| 5th row | resident |
Common Values
| Value | Count | Frequency (%) |
| resident | 156788 | |
| visa | 998 | 0.6% |
| none | 959 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| resident | 156788 | |
| visa | 998 | 0.6% |
| none | 959 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 314535 | |
| n | 158706 | |
| s | 157786 | |
| i | 157786 | |
| r | 156788 | |
| d | 156788 | |
| t | 156788 | |
| v | 998 | 0.1% |
| a | 998 | 0.1% |
| o | 959 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1262132 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 314535 | |
| n | 158706 | |
| s | 157786 | |
| i | 157786 | |
| r | 156788 | |
| d | 156788 | |
| t | 156788 | |
| v | 998 | 0.1% |
| a | 998 | 0.1% |
| o | 959 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1262132 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 314535 | |
| n | 158706 | |
| s | 157786 | |
| i | 157786 | |
| r | 156788 | |
| d | 156788 | |
| t | 156788 | |
| v | 998 | 0.1% |
| a | 998 | 0.1% |
| o | 959 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1262132 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 314535 | |
| n | 158706 | |
| s | 157786 | |
| i | 157786 | |
| r | 156788 | |
| d | 156788 | |
| t | 156788 | |
| v | 998 | 0.1% |
| a | 998 | 0.1% |
| o | 959 | 0.1% |
skydive_count
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15561435 |
| Minimum | 0 |
|---|---|
| Maximum | 7800 |
| Zeros | 157778 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7800 |
| Range | 7800 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23.420848 |
|---|---|
| Coefficient of variation (CV) | 150.50571 |
| Kurtosis | 81310.571 |
| Mean | 0.15561435 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 265.03564 |
| Sum | 24703 |
| Variance | 548.53611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 157778 | |
| 1 | 527 | 0.3% |
| 2 | 188 | 0.1% |
| 3 | 60 | < 0.1% |
| 5 | 54 | < 0.1% |
| 4 | 24 | < 0.1% |
| 10 | 19 | < 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 12 | < 0.1% |
| 50 | 7 | < 0.1% |
| Other values (34) | 63 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 157778 | |
| 1 | 527 | 0.3% |
| 2 | 188 | 0.1% |
| 3 | 60 | < 0.1% |
| 4 | 24 | < 0.1% |
| 5 | 54 | < 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7800 | 1 | < 0.1% |
| 3000 | 2 | |
| 2040 | 1 | < 0.1% |
| 999 | 3 | |
| 700 | 1 | < 0.1% |
| 444 | 1 | < 0.1% |
| 300 | 2 | |
| 250 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 165 | 1 | < 0.1% |
surgery_type
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 137 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| other | 4053 |
| bone_joint | 2337 |
| csection | 440 |
| gallbladder | 393 |
| Other values (132) | 1089 |
Length
| Max length | 112 |
|---|---|
| Median length | 4 |
| Mean length | 4.2204731 |
| Min length | 4 |
Characters and Unicode
| Total characters | 669979 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 76 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 150433 | |
| other | 4053 | 2.6% |
| bone_joint | 2337 | 1.5% |
| csection | 440 | 0.3% |
| gallbladder | 393 | 0.2% |
| dental | 151 | 0.1% |
| cosmetic | 128 | 0.1% |
| vision_hearing | 118 | 0.1% |
| bone_joint, other | 93 | 0.1% |
| hemorrhoid | 58 | < 0.1% |
| Other values (127) | 541 | 0.3% |
Length
| Value | Count | Frequency (%) |
| none | 150433 | |
| other | 4397 | 2.8% |
| bone_joint | 2608 | 1.6% |
| csection | 534 | 0.3% |
| gallbladder | 486 | 0.3% |
| dental | 337 | 0.2% |
| cosmetic | 194 | 0.1% |
| vision_hearing | 184 | 0.1% |
| hemorrhoid | 96 | 0.1% |
| tonsil_adenoid | 83 | 0.1% |
| Other values (2) | 78 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 307531 | |
| o | 161394 | |
| e | 159474 | |
| t | 8187 | 1.2% |
| r | 5303 | 0.8% |
| h | 4773 | 0.7% |
| i | 4238 | 0.6% |
| b | 3094 | 0.5% |
| _ | 2919 | 0.4% |
| j | 2608 | 0.4% |
| Other values (11) | 10458 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 665690 | |
| Connector Punctuation | 2919 | 0.4% |
| Other Punctuation | 685 | 0.1% |
| Space Separator | 685 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 307531 | |
| o | 161394 | |
| e | 159474 | |
| t | 8187 | 1.2% |
| r | 5303 | 0.8% |
| h | 4773 | 0.7% |
| i | 4238 | 0.6% |
| b | 3094 | 0.5% |
| j | 2608 | 0.4% |
| l | 1878 | 0.3% |
| Other values (8) | 7210 | 1.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2919 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 685 |
Space Separator
| Value | Count | Frequency (%) |
| 685 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 665690 | |
| Common | 4289 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 307531 | |
| o | 161394 | |
| e | 159474 | |
| t | 8187 | 1.2% |
| r | 5303 | 0.8% |
| h | 4773 | 0.7% |
| i | 4238 | 0.6% |
| b | 3094 | 0.5% |
| j | 2608 | 0.4% |
| l | 1878 | 0.3% |
| Other values (8) | 7210 | 1.1% |
Common
| Value | Count | Frequency (%) |
| _ | 2919 | |
| , | 685 | 16.0% |
| 685 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 669979 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 307531 | |
| o | 161394 | |
| e | 159474 | |
| t | 8187 | 1.2% |
| r | 5303 | 0.8% |
| h | 4773 | 0.7% |
| i | 4238 | 0.6% |
| b | 3094 | 0.5% |
| _ | 2919 | 0.4% |
| j | 2608 | 0.4% |
| Other values (11) | 10458 | 1.6% |
travel_countries
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 1153 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| none | |
|---|---|
| MX | 1464 |
| JM | 317 |
| BS | 283 |
| CA | 256 |
| Other values (1148) | 4761 |
Length
| Max length | 846 |
|---|---|
| Median length | 4 |
| Mean length | 3.9837349 |
| Min length | 2 |
Characters and Unicode
| Total characters | 632398 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 884 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 151664 | |
| MX | 1464 | 0.9% |
| JM | 317 | 0.2% |
| BS | 283 | 0.2% |
| CA | 256 | 0.2% |
| DO | 247 | 0.2% |
| IN | 242 | 0.2% |
| GB | 221 | 0.1% |
| IT | 148 | 0.1% |
| CR | 146 | 0.1% |
| Other values (1143) | 3757 | 2.4% |
Length
| Value | Count | Frequency (%) |
| none | 151664 | |
| mx | 1819 | 1.1% |
| bs | 448 | 0.3% |
| jm | 437 | 0.3% |
| gb | 417 | 0.3% |
| ca | 409 | 0.3% |
| it | 345 | 0.2% |
| do | 340 | 0.2% |
| fr | 324 | 0.2% |
| in | 287 | 0.2% |
| Other values (247) | 5150 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 303328 | |
| o | 151664 | |
| e | 151664 | |
| 2895 | 0.5% | |
| , | 2895 | 0.5% |
| M | 2574 | 0.4% |
| X | 1864 | 0.3% |
| B | 1356 | 0.2% |
| R | 1208 | 0.2% |
| A | 1173 | 0.2% |
| Other values (21) | 11777 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 606656 | |
| Uppercase Letter | 19952 | 3.2% |
| Space Separator | 2895 | 0.5% |
| Other Punctuation | 2895 | 0.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2574 | 12.9% |
| X | 1864 | 9.3% |
| B | 1356 | 6.8% |
| R | 1208 | 6.1% |
| A | 1173 | 5.9% |
| C | 1146 | 5.7% |
| I | 1037 | 5.2% |
| G | 965 | 4.8% |
| S | 934 | 4.7% |
| E | 896 | 4.5% |
| Other values (16) | 6799 |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 303328 | |
| o | 151664 | |
| e | 151664 |
Space Separator
| Value | Count | Frequency (%) |
| 2895 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2895 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 626608 | |
| Common | 5790 | 0.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 303328 | |
| o | 151664 | |
| e | 151664 | |
| M | 2574 | 0.4% |
| X | 1864 | 0.3% |
| B | 1356 | 0.2% |
| R | 1208 | 0.2% |
| A | 1173 | 0.2% |
| C | 1146 | 0.2% |
| I | 1037 | 0.2% |
| Other values (19) | 9594 | 1.5% |
Common
| Value | Count | Frequency (%) |
| 2895 | ||
| , | 2895 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 632398 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 303328 | |
| o | 151664 | |
| e | 151664 | |
| 2895 | 0.5% | |
| , | 2895 | 0.5% |
| M | 2574 | 0.4% |
| X | 1864 | 0.3% |
| B | 1356 | 0.2% |
| R | 1208 | 0.2% |
| A | 1173 | 0.2% |
| Other values (21) | 11777 | 1.9% |
| age | height | weight | bmi_app_state | income_app_state | current_ins_value | diabetes_age | alcohol_weekly | marijuana_monthly_count | diabetes_hemoglobin | stroke_count | dui_count | weight_loss_amount | skydive_count | gender | state | approved_risk_class | current_ins | replacement_ins | marijuana | valid_drivers_license_app_state | hiv_pos | covid | previous_declined | previous_decline_reason | chestpain_diagnosis | diabetes_complications | diabetes_gestational | diabetes_hospitalization | employment_status | family_history | final_expense | inpatient | med_advice | seizure_diagnosis | stroke_diagnosis | stroke_diagnosis_multiselect | test_proc_outstanding | climbing_equipment | criminal_history | disability_audio_visual | disability_pmts_reason | expected_travel_90_days | expected_travel | expected_travel_multiselect | illicit_drugs | mental_health_hospitalized | mental_health_missed_work | pilot_student_private | racing_100mph | rx_increase | scuba_130ft | seizure_car_accident | tb | weight_loss | cancer_type | citizen | legal_resident | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | 0.059 | 0.125 | 0.113 | 0.167 | 0.182 | 0.146 | 0.032 | -0.139 | 0.143 | 0.043 | -0.043 | -0.049 | -0.079 | 0.058 | 0.018 | 0.064 | 0.182 | 0.088 | 0.142 | 0.087 | 0.013 | 0.017 | 0.015 | 0.011 | 0.012 | 0.019 | 0.025 | 0.025 | 0.098 | 0.010 | 0.012 | 0.011 | 0.029 | 0.005 | 0.004 | 0.024 | 0.009 | 0.047 | 0.049 | 0.004 | 0.056 | 0.010 | 0.032 | 0.000 | 0.086 | 0.025 | 0.007 | 0.023 | 0.043 | 0.014 | 0.043 | 0.007 | 0.097 | 0.052 | 0.024 | 0.043 | 0.041 |
| height | 0.059 | 1.000 | 0.576 | 0.016 | 0.231 | 0.061 | 0.045 | 0.113 | 0.027 | 0.038 | -0.000 | 0.028 | -0.012 | 0.001 | 0.706 | 0.018 | 0.027 | 0.054 | 0.027 | 0.024 | 0.014 | 0.025 | 0.012 | 0.015 | 0.000 | 0.014 | 0.006 | 0.057 | 0.009 | 0.064 | 0.000 | 0.015 | 0.006 | 0.013 | 0.000 | 0.000 | 0.009 | 0.009 | 0.000 | 0.017 | 0.000 | 0.027 | 0.000 | 0.018 | 0.000 | 0.004 | 0.015 | 0.005 | 0.017 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.019 | 0.004 | 0.039 | 0.017 |
| weight | 0.125 | 0.576 | 1.000 | 0.807 | 0.131 | 0.050 | 0.130 | 0.044 | -0.034 | 0.079 | 0.005 | -0.008 | 0.127 | -0.030 | 0.413 | 0.023 | 0.069 | 0.048 | 0.012 | 0.035 | 0.019 | 0.017 | 0.000 | 0.039 | 0.013 | 0.008 | 0.008 | 0.013 | 0.010 | 0.055 | 0.000 | 0.004 | 0.006 | 0.012 | 0.000 | 0.004 | 0.003 | 0.011 | 0.018 | 0.010 | 0.000 | 0.020 | 0.005 | 0.012 | 0.002 | 0.033 | 0.012 | 0.004 | 0.005 | 0.007 | 0.005 | 0.009 | 0.000 | 0.029 | 0.134 | 0.002 | 0.061 | 0.022 |
| bmi_app_state | 0.113 | 0.016 | 0.807 | 1.000 | -0.002 | 0.018 | 0.131 | -0.025 | -0.056 | 0.075 | 0.008 | -0.028 | 0.167 | -0.036 | 0.146 | 0.026 | 0.143 | 0.041 | 0.020 | 0.066 | 0.018 | 0.015 | 0.017 | 0.043 | 0.016 | 0.013 | 0.009 | 0.048 | 0.015 | 0.039 | 0.001 | 0.012 | 0.008 | 0.020 | 0.005 | 0.000 | 0.007 | 0.014 | 0.022 | 0.018 | 0.006 | 0.024 | 0.007 | 0.030 | 0.007 | 0.045 | 0.014 | 0.000 | 0.010 | 0.014 | 0.003 | 0.019 | 0.004 | 0.058 | 0.173 | 0.004 | 0.054 | 0.026 |
| income_app_state | 0.167 | 0.231 | 0.131 | -0.002 | 1.000 | 0.223 | -0.012 | 0.152 | -0.138 | 0.036 | -0.018 | -0.031 | -0.062 | -0.038 | 0.071 | 0.014 | 0.027 | 0.094 | 0.026 | 0.029 | 0.011 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.031 | 0.000 | 0.025 | 0.007 | 0.005 | 0.017 | 0.000 | 0.003 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.010 | 0.046 | 0.000 | 0.020 | 0.005 | 0.000 | 0.018 | 0.004 | 0.000 | 0.007 | 0.000 | 0.034 | 0.019 | 0.008 | 0.019 | 0.015 |
| current_ins_value | 0.182 | 0.061 | 0.050 | 0.018 | 0.223 | 1.000 | 0.028 | 0.064 | -0.067 | 0.042 | 0.005 | -0.028 | -0.009 | -0.018 | 0.003 | 0.000 | 0.000 | 0.030 | 0.018 | 0.000 | 0.000 | 0.000 | 0.026 | 0.014 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.019 | 0.000 | 0.091 | 0.004 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.039 | 0.014 | 0.000 | 0.043 | 0.000 | 0.007 | 0.004 | 0.000 | 0.000 | 0.000 |
| diabetes_age | 0.146 | 0.045 | 0.130 | 0.131 | -0.012 | 0.028 | 1.000 | -0.048 | -0.025 | 0.685 | 0.027 | -0.020 | 0.061 | -0.014 | 0.070 | 0.012 | 0.089 | 0.046 | 0.017 | 0.031 | 0.021 | 0.000 | 0.033 | 0.056 | 0.026 | 0.034 | 0.082 | 0.018 | 0.170 | 0.029 | 0.009 | 0.027 | 0.010 | 0.026 | 0.013 | 0.015 | 0.020 | 0.010 | 0.005 | 0.010 | 0.030 | 0.044 | 0.000 | 0.012 | 0.000 | 0.018 | 0.006 | 0.000 | 0.000 | 0.003 | 0.000 | 0.003 | 0.000 | 0.026 | 0.063 | 0.006 | 0.016 | 0.013 |
| alcohol_weekly | 0.032 | 0.113 | 0.044 | -0.025 | 0.152 | 0.064 | -0.048 | 1.000 | 0.085 | -0.027 | -0.003 | 0.042 | -0.007 | 0.017 | 0.108 | 0.018 | 0.027 | 0.030 | 0.019 | 0.081 | 0.011 | 0.005 | 0.025 | 0.018 | 0.009 | 0.025 | 0.000 | 0.012 | 0.000 | 0.027 | 0.011 | 0.016 | 0.005 | 0.012 | 0.025 | 0.000 | 0.000 | 0.021 | 0.017 | 0.020 | 0.000 | 0.000 | 0.000 | 0.053 | 0.000 | 0.048 | 0.000 | 0.000 | 0.008 | 0.007 | 0.000 | 0.037 | 0.000 | 0.092 | 0.002 | 0.008 | 0.005 | 0.001 |
| marijuana_monthly_count | -0.139 | 0.027 | -0.034 | -0.056 | -0.138 | -0.067 | -0.025 | 0.085 | 1.000 | -0.037 | -0.009 | 0.055 | 0.062 | 0.079 | 0.024 | 0.030 | 0.084 | 0.050 | 0.021 | 0.612 | 0.014 | 0.021 | 0.041 | 0.012 | 0.010 | 0.057 | 0.000 | 0.007 | 0.000 | 0.033 | 0.014 | 0.031 | 0.014 | 0.021 | 0.032 | 0.009 | 0.000 | 0.025 | 0.041 | 0.054 | 0.008 | 0.026 | 0.013 | 0.012 | 0.000 | 0.159 | 0.028 | 0.014 | 0.007 | 0.038 | 0.000 | 0.052 | 0.000 | 0.251 | 0.055 | 0.000 | 0.035 | 0.012 |
| diabetes_hemoglobin | 0.143 | 0.038 | 0.079 | 0.075 | 0.036 | 0.042 | 0.685 | -0.027 | -0.037 | 1.000 | 0.021 | -0.017 | 0.028 | -0.012 | 0.001 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| stroke_count | 0.043 | -0.000 | 0.005 | 0.008 | -0.018 | 0.005 | 0.027 | -0.003 | -0.009 | 0.021 | 1.000 | -0.004 | 0.009 | 0.002 | 0.000 | 0.000 | 0.001 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.033 | 0.014 | 0.000 | 0.069 | 0.008 | 0.000 | 0.041 | 0.036 | 0.005 | 0.017 | 0.000 | 0.219 | 0.007 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.044 | 0.041 | 0.000 | 0.058 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 |
| dui_count | -0.043 | 0.028 | -0.008 | -0.028 | -0.031 | -0.028 | -0.020 | 0.042 | 0.055 | -0.017 | -0.004 | 1.000 | 0.005 | 0.024 | 0.017 | 0.012 | 0.015 | 0.008 | 0.002 | 0.016 | 0.000 | 0.013 | 0.032 | 0.004 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.060 | 0.014 | 0.012 | 0.008 | 0.000 | 0.000 | 0.017 | 0.009 | 0.112 | 0.016 | 0.133 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.003 | 0.029 | 0.000 | 0.042 | 0.000 | 0.038 | 0.008 | 0.000 | 0.012 | 0.000 |
| weight_loss_amount | -0.049 | -0.012 | 0.127 | 0.167 | -0.062 | -0.009 | 0.061 | -0.007 | 0.062 | 0.028 | 0.009 | 0.005 | 1.000 | 0.036 | 0.002 | 0.008 | 0.000 | 0.004 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.018 | 0.006 | 0.111 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.003 | 0.000 | 0.000 |
| skydive_count | -0.079 | 0.001 | -0.030 | -0.036 | -0.038 | -0.018 | -0.014 | 0.017 | 0.079 | -0.012 | 0.002 | 0.024 | 0.036 | 1.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.017 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.204 | 0.114 | 0.009 | 0.000 | 0.000 | 0.000 | 0.036 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.007 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 | 0.074 | 0.000 | 0.009 | 0.006 | 0.000 | 0.000 | 0.000 |
| gender | 0.058 | 0.706 | 0.413 | 0.146 | 0.071 | 0.003 | 0.070 | 0.108 | 0.024 | 0.001 | 0.000 | 0.017 | 0.002 | 0.003 | 1.000 | 0.038 | 0.078 | 0.056 | 0.028 | 0.036 | 0.005 | 0.047 | 0.001 | 0.020 | 0.027 | 0.013 | 0.015 | 0.077 | 0.016 | 0.220 | 0.005 | 0.011 | 0.014 | 0.042 | 0.022 | 0.000 | 0.010 | 0.010 | 0.007 | 0.083 | 0.007 | 0.097 | 0.008 | 0.034 | 0.008 | 0.009 | 0.018 | 0.008 | 0.026 | 0.015 | 0.000 | 0.010 | 0.004 | 0.015 | 0.047 | 0.031 | 0.050 | 0.048 |
| state | 0.018 | 0.018 | 0.023 | 0.026 | 0.014 | 0.000 | 0.012 | 0.018 | 0.030 | 0.000 | 0.000 | 0.012 | 0.008 | 0.000 | 0.038 | 1.000 | 0.066 | 0.040 | 0.072 | 0.115 | 0.066 | 0.035 | 0.034 | 0.025 | 0.000 | 0.007 | 0.007 | 0.003 | 0.000 | 0.079 | 0.044 | 0.009 | 0.000 | 0.029 | 0.013 | 0.013 | 0.000 | 0.020 | 0.036 | 0.028 | 0.013 | 0.019 | 0.025 | 0.108 | 0.024 | 0.064 | 0.015 | 0.017 | 0.016 | 0.016 | 0.010 | 0.008 | 0.026 | 0.115 | 0.035 | 0.000 | 0.106 | 0.039 |
| approved_risk_class | 0.064 | 0.027 | 0.069 | 0.143 | 0.027 | 0.000 | 0.089 | 0.027 | 0.084 | 0.000 | 0.001 | 0.015 | 0.000 | 0.000 | 0.078 | 0.066 | 1.000 | 0.071 | 0.046 | 0.173 | 0.097 | 0.089 | 0.087 | 0.126 | 0.064 | 0.025 | 0.020 | 0.043 | 0.030 | 0.137 | 0.021 | 0.046 | 0.029 | 0.081 | 0.027 | 0.009 | 0.023 | 0.058 | 0.014 | 0.116 | 0.022 | 0.118 | 0.008 | 0.039 | 0.006 | 0.162 | 0.049 | 0.018 | 0.032 | 0.019 | 0.021 | 0.025 | 0.000 | 0.317 | 0.086 | 0.056 | 0.059 | 0.052 |
| current_ins | 0.182 | 0.054 | 0.048 | 0.041 | 0.094 | 0.030 | 0.046 | 0.030 | 0.050 | 0.007 | 0.000 | 0.008 | 0.004 | 0.000 | 0.056 | 0.040 | 0.071 | 1.000 | 0.318 | 0.063 | 0.028 | 0.018 | 0.002 | 0.022 | 0.029 | 0.000 | 0.009 | 0.007 | 0.000 | 0.127 | 0.006 | 0.010 | 0.010 | 0.061 | 0.000 | 0.000 | 0.005 | 0.016 | 0.009 | 0.079 | 0.000 | 0.047 | 0.013 | 0.048 | 0.000 | 0.053 | 0.006 | 0.000 | 0.010 | 0.008 | 0.005 | 0.000 | 0.000 | 0.076 | 0.006 | 0.031 | 0.022 | 0.019 |
| replacement_ins | 0.088 | 0.027 | 0.012 | 0.020 | 0.026 | 0.018 | 0.017 | 0.019 | 0.021 | 0.000 | 0.012 | 0.002 | 0.000 | 0.000 | 0.028 | 0.072 | 0.046 | 0.318 | 1.000 | 0.026 | 0.011 | 0.008 | 0.002 | 0.006 | 0.017 | 0.000 | 0.000 | 0.003 | 0.000 | 0.036 | 0.007 | 0.000 | 0.014 | 0.028 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.033 | 0.000 | 0.000 | 0.004 | 0.020 | 0.000 | 0.021 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.006 | 0.000 | 0.014 | 0.010 |
| marijuana | 0.142 | 0.024 | 0.035 | 0.066 | 0.029 | 0.000 | 0.031 | 0.081 | 0.612 | 0.000 | 0.000 | 0.016 | 0.006 | 0.000 | 0.036 | 0.115 | 0.173 | 0.063 | 0.026 | 1.000 | 0.007 | 0.031 | 0.042 | 0.018 | 0.031 | 0.046 | 0.006 | 0.002 | 0.002 | 0.108 | 0.011 | 0.050 | 0.027 | 0.052 | 0.040 | 0.004 | 0.006 | 0.033 | 0.039 | 0.185 | 0.002 | 0.048 | 0.011 | 0.030 | 0.005 | 0.194 | 0.039 | 0.013 | 0.005 | 0.036 | 0.000 | 0.041 | 0.002 | 0.277 | 0.061 | 0.010 | 0.047 | 0.028 |
| valid_drivers_license_app_state | 0.087 | 0.014 | 0.019 | 0.018 | 0.011 | 0.000 | 0.021 | 0.011 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.066 | 0.097 | 0.028 | 0.011 | 0.007 | 1.000 | 0.010 | 0.009 | 0.011 | 0.009 | 0.000 | 0.000 | 0.003 | 0.001 | 0.050 | 0.005 | 0.000 | 0.000 | 0.024 | 0.018 | 0.000 | 0.000 | 0.007 | 0.000 | 0.024 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.018 | 0.005 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.011 | 0.011 | 0.029 | 0.007 |
| hiv_pos | 0.013 | 0.025 | 0.017 | 0.015 | 0.000 | 0.000 | 0.000 | 0.005 | 0.021 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.047 | 0.035 | 0.089 | 0.018 | 0.008 | 0.031 | 0.010 | 1.000 | 0.033 | 0.030 | 0.033 | 0.031 | 0.000 | 0.000 | 0.002 | 0.049 | 0.008 | 0.051 | 0.046 | 0.018 | 0.026 | 0.000 | 0.000 | 0.015 | 0.000 | 0.025 | 0.008 | 0.052 | 0.001 | 0.003 | 0.023 | 0.038 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.013 | 0.000 | 0.052 | 0.004 | 0.025 | 0.005 | 0.002 |
| covid | 0.017 | 0.012 | 0.000 | 0.017 | 0.007 | 0.026 | 0.033 | 0.025 | 0.041 | 0.000 | 0.023 | 0.032 | 0.000 | 0.029 | 0.001 | 0.034 | 0.087 | 0.002 | 0.002 | 0.042 | 0.009 | 0.033 | 1.000 | 0.034 | 0.041 | 0.095 | 0.007 | 0.011 | 0.012 | 0.059 | 0.008 | 0.136 | 0.108 | 0.052 | 0.037 | 0.000 | 0.015 | 0.031 | 0.023 | 0.058 | 0.026 | 0.081 | 0.001 | 0.024 | 0.000 | 0.058 | 0.008 | 0.000 | 0.018 | 0.031 | 0.000 | 0.037 | 0.000 | 0.074 | 0.049 | 0.025 | 0.001 | 0.004 |
| previous_declined | 0.015 | 0.015 | 0.039 | 0.043 | 0.000 | 0.014 | 0.056 | 0.018 | 0.012 | 0.020 | 0.000 | 0.004 | 0.000 | 0.017 | 0.020 | 0.025 | 0.126 | 0.022 | 0.006 | 0.018 | 0.011 | 0.030 | 0.034 | 1.000 | 0.977 | 0.053 | 0.024 | 0.015 | 0.006 | 0.052 | 0.013 | 0.049 | 0.021 | 0.075 | 0.025 | 0.000 | 0.021 | 0.027 | 0.000 | 0.020 | 0.007 | 0.068 | 0.006 | 0.013 | 0.000 | 0.019 | 0.008 | 0.002 | 0.004 | 0.001 | 0.003 | 0.015 | 0.000 | 0.035 | 0.024 | 0.032 | 0.015 | 0.006 |
| previous_decline_reason | 0.011 | 0.000 | 0.013 | 0.016 | 0.000 | 0.051 | 0.026 | 0.009 | 0.010 | 0.022 | 0.000 | 0.000 | 0.000 | 0.021 | 0.027 | 0.000 | 0.064 | 0.029 | 0.017 | 0.031 | 0.009 | 0.033 | 0.041 | 0.977 | 1.000 | 0.100 | 0.000 | 0.019 | 0.000 | 0.015 | 0.021 | 0.024 | 0.022 | 0.038 | 0.027 | 0.000 | 0.000 | 0.033 | 0.007 | 0.056 | 0.016 | 0.008 | 0.017 | 0.012 | 0.018 | 0.046 | 0.007 | 0.065 | 0.043 | 0.009 | 0.000 | 0.061 | 0.105 | 0.046 | 0.028 | 0.041 | 0.016 | 0.000 |
| chestpain_diagnosis | 0.012 | 0.014 | 0.008 | 0.013 | 0.000 | 0.000 | 0.034 | 0.025 | 0.057 | 0.000 | 0.033 | 0.025 | 0.000 | 0.000 | 0.013 | 0.007 | 0.025 | 0.000 | 0.000 | 0.046 | 0.000 | 0.031 | 0.095 | 0.053 | 0.100 | 1.000 | 0.000 | 0.056 | 0.000 | 0.032 | 0.000 | 0.224 | 0.119 | 0.079 | 0.117 | 0.000 | 0.105 | 0.087 | 0.073 | 0.039 | 0.066 | 0.067 | 0.000 | 0.029 | 0.000 | 0.060 | 0.071 | 0.000 | 0.106 | 0.077 | 0.000 | 0.144 | 0.000 | 0.075 | 0.052 | 0.138 | 0.000 | 0.000 |
| diabetes_complications | 0.019 | 0.006 | 0.008 | 0.009 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.015 | 0.007 | 0.020 | 0.009 | 0.000 | 0.006 | 0.000 | 0.000 | 0.007 | 0.024 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.039 | 0.016 | 0.028 | 0.000 | 0.000 | 0.115 | 0.013 | 0.000 | 0.000 | 0.000 | 0.063 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.020 | 0.004 | 0.000 | 0.000 |
| diabetes_gestational | 0.025 | 0.057 | 0.013 | 0.048 | 0.010 | 0.000 | 0.018 | 0.012 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.077 | 0.003 | 0.043 | 0.007 | 0.003 | 0.002 | 0.003 | 0.000 | 0.011 | 0.015 | 0.019 | 0.056 | 0.000 | 1.000 | 0.000 | 0.031 | 0.000 | 0.037 | 0.032 | 0.017 | 0.036 | 0.000 | 0.015 | 0.000 | 0.000 | 0.012 | 0.002 | 0.052 | 0.000 | 0.003 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.006 | 0.009 | 0.024 | 0.016 | 0.000 | 0.000 |
| diabetes_hospitalization | 0.025 | 0.009 | 0.010 | 0.015 | 0.000 | 0.000 | 0.170 | 0.000 | 0.000 | 0.000 | 0.069 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.030 | 0.000 | 0.000 | 0.002 | 0.001 | 0.002 | 0.012 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.033 | 0.000 | 0.061 | 0.044 | 0.030 | 0.000 | 0.000 | 0.026 | 0.001 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.014 | 0.000 | 0.000 | 0.003 |
| employment_status | 0.098 | 0.064 | 0.055 | 0.039 | 0.031 | 0.008 | 0.029 | 0.027 | 0.033 | 0.000 | 0.008 | 0.008 | 0.006 | 0.000 | 0.220 | 0.079 | 0.137 | 0.127 | 0.036 | 0.108 | 0.050 | 0.049 | 0.059 | 0.052 | 0.015 | 0.032 | 0.023 | 0.031 | 0.033 | 1.000 | 0.232 | 0.065 | 0.028 | 0.068 | 0.027 | 0.053 | 0.027 | 0.044 | 0.014 | 0.050 | 0.044 | 0.209 | 0.098 | 0.049 | 0.000 | 0.133 | 0.046 | 0.094 | 0.011 | 0.018 | 0.009 | 0.018 | 0.017 | 0.217 | 0.082 | 0.025 | 0.060 | 0.031 |
| family_history | 0.010 | 0.000 | 0.000 | 0.001 | 0.000 | 0.019 | 0.009 | 0.011 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.044 | 0.021 | 0.006 | 0.007 | 0.011 | 0.005 | 0.008 | 0.008 | 0.013 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.232 | 1.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.038 | 0.000 | 0.002 | 0.000 | 0.016 | 0.000 | 0.000 | 0.053 | 0.002 | 0.000 | 0.013 | 0.026 | 0.088 | 0.000 | 0.008 | 0.000 | 0.006 | 0.046 | 0.031 | 0.013 | 0.000 | 0.000 | 0.005 |
| final_expense | 0.012 | 0.015 | 0.004 | 0.012 | 0.025 | 0.000 | 0.027 | 0.016 | 0.031 | 0.000 | 0.041 | 0.060 | 0.000 | 0.204 | 0.011 | 0.009 | 0.046 | 0.010 | 0.000 | 0.050 | 0.000 | 0.051 | 0.136 | 0.049 | 0.024 | 0.224 | 0.039 | 0.037 | 0.061 | 0.065 | 0.000 | 1.000 | 0.236 | 0.099 | 0.080 | 0.000 | 0.056 | 0.092 | 0.027 | 0.027 | 0.040 | 0.213 | 0.000 | 0.030 | 0.000 | 0.072 | 0.016 | 0.000 | 0.124 | 0.029 | 0.000 | 0.169 | 0.000 | 0.074 | 0.056 | 0.114 | 0.010 | 0.000 |
| inpatient | 0.011 | 0.006 | 0.006 | 0.008 | 0.007 | 0.091 | 0.010 | 0.005 | 0.014 | 0.000 | 0.036 | 0.014 | 0.018 | 0.114 | 0.014 | 0.000 | 0.029 | 0.010 | 0.014 | 0.027 | 0.000 | 0.046 | 0.108 | 0.021 | 0.022 | 0.119 | 0.016 | 0.032 | 0.044 | 0.028 | 0.000 | 0.236 | 1.000 | 0.039 | 0.114 | 0.000 | 0.022 | 0.051 | 0.030 | 0.017 | 0.050 | 0.243 | 0.000 | 0.021 | 0.040 | 0.039 | 0.000 | 0.000 | 0.070 | 0.052 | 0.000 | 0.074 | 0.000 | 0.054 | 0.039 | 0.073 | 0.010 | 0.009 |
| med_advice | 0.029 | 0.013 | 0.012 | 0.020 | 0.005 | 0.004 | 0.026 | 0.012 | 0.021 | 0.000 | 0.005 | 0.012 | 0.006 | 0.009 | 0.042 | 0.029 | 0.081 | 0.061 | 0.028 | 0.052 | 0.024 | 0.018 | 0.052 | 0.075 | 0.038 | 0.079 | 0.028 | 0.017 | 0.030 | 0.068 | 0.017 | 0.099 | 0.039 | 1.000 | 0.032 | 0.000 | 0.023 | 0.415 | 0.020 | 0.014 | 0.009 | 0.102 | 0.006 | 0.030 | 0.052 | 0.040 | 0.013 | 0.005 | 0.009 | 0.011 | 0.000 | 0.015 | 0.000 | 0.075 | 0.089 | 0.081 | 0.021 | 0.008 |
| seizure_diagnosis | 0.005 | 0.000 | 0.000 | 0.005 | 0.017 | 0.000 | 0.013 | 0.025 | 0.032 | 0.000 | 0.017 | 0.008 | 0.111 | 0.000 | 0.022 | 0.013 | 0.027 | 0.000 | 0.000 | 0.040 | 0.018 | 0.026 | 0.037 | 0.025 | 0.027 | 0.117 | 0.000 | 0.036 | 0.000 | 0.027 | 0.000 | 0.080 | 0.114 | 0.032 | 1.000 | 0.000 | 0.000 | 0.043 | 0.037 | 0.052 | 0.019 | 0.023 | 0.000 | 0.000 | 0.000 | 0.055 | 0.032 | 0.000 | 0.062 | 0.027 | 0.000 | 0.083 | 0.447 | 0.059 | 0.026 | 0.141 | 0.000 | 0.000 |
| stroke_diagnosis | 0.004 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.009 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.053 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.018 | 0.000 | 0.006 | 0.000 | 0.121 | 0.042 | 0.000 | 0.000 | 0.009 | 0.022 | 0.027 | 0.011 | 0.017 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 |
| stroke_diagnosis_multiselect | 0.024 | 0.009 | 0.003 | 0.007 | 0.003 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.219 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.023 | 0.005 | 0.000 | 0.006 | 0.000 | 0.000 | 0.015 | 0.021 | 0.000 | 0.105 | 0.115 | 0.015 | 0.026 | 0.027 | 0.000 | 0.056 | 0.022 | 0.023 | 0.000 | 0.000 | 1.000 | 0.008 | 0.009 | 0.000 | 0.014 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.014 | 0.012 | 0.000 | 0.019 | 0.000 | 0.023 | 0.012 | 0.009 | 0.004 | 0.000 |
| test_proc_outstanding | 0.009 | 0.009 | 0.011 | 0.014 | 0.000 | 0.008 | 0.010 | 0.021 | 0.025 | 0.000 | 0.007 | 0.017 | 0.036 | 0.036 | 0.010 | 0.020 | 0.058 | 0.016 | 0.005 | 0.033 | 0.007 | 0.015 | 0.031 | 0.027 | 0.033 | 0.087 | 0.013 | 0.000 | 0.001 | 0.044 | 0.002 | 0.092 | 0.051 | 0.415 | 0.043 | 0.018 | 0.008 | 1.000 | 0.008 | 0.021 | 0.004 | 0.062 | 0.013 | 0.015 | 0.000 | 0.030 | 0.006 | 0.010 | 0.006 | 0.014 | 0.000 | 0.019 | 0.005 | 0.041 | 0.025 | 0.043 | 0.000 | 0.002 |
| climbing_equipment | 0.047 | 0.000 | 0.018 | 0.022 | 0.000 | 0.000 | 0.005 | 0.017 | 0.041 | 0.000 | 0.032 | 0.009 | 0.000 | 0.032 | 0.007 | 0.036 | 0.014 | 0.009 | 0.000 | 0.039 | 0.000 | 0.000 | 0.023 | 0.000 | 0.007 | 0.073 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.027 | 0.030 | 0.020 | 0.037 | 0.000 | 0.009 | 0.008 | 1.000 | 0.038 | 0.002 | 0.025 | 0.009 | 0.035 | 0.000 | 0.045 | 0.000 | 0.006 | 0.025 | 0.124 | 0.000 | 0.015 | 0.000 | 0.031 | 0.020 | 0.012 | 0.000 | 0.000 |
| criminal_history | 0.049 | 0.017 | 0.010 | 0.018 | 0.006 | 0.031 | 0.010 | 0.020 | 0.054 | 0.000 | 0.000 | 0.112 | 0.000 | 0.000 | 0.083 | 0.028 | 0.116 | 0.079 | 0.033 | 0.185 | 0.024 | 0.025 | 0.058 | 0.020 | 0.056 | 0.039 | 0.000 | 0.012 | 0.000 | 0.050 | 0.016 | 0.027 | 0.017 | 0.014 | 0.052 | 0.006 | 0.000 | 0.021 | 0.038 | 1.000 | 0.010 | 0.047 | 0.012 | 0.020 | 0.000 | 0.331 | 0.047 | 0.026 | 0.013 | 0.045 | 0.000 | 0.055 | 0.015 | 0.269 | 0.027 | 0.013 | 0.046 | 0.018 |
| disability_audio_visual | 0.004 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.030 | 0.000 | 0.008 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.007 | 0.013 | 0.022 | 0.000 | 0.000 | 0.002 | 0.000 | 0.008 | 0.026 | 0.007 | 0.016 | 0.066 | 0.000 | 0.002 | 0.000 | 0.044 | 0.000 | 0.040 | 0.050 | 0.009 | 0.019 | 0.000 | 0.014 | 0.004 | 0.002 | 0.010 | 1.000 | 0.155 | 0.000 | 0.005 | 0.000 | 0.006 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.009 | 0.000 | 0.005 | 0.000 |
| disability_pmts_reason | 0.056 | 0.027 | 0.020 | 0.024 | 0.000 | 0.000 | 0.044 | 0.000 | 0.026 | 0.000 | 0.000 | 0.133 | 0.000 | 0.000 | 0.097 | 0.019 | 0.118 | 0.047 | 0.000 | 0.048 | 0.017 | 0.052 | 0.081 | 0.068 | 0.008 | 0.067 | 0.063 | 0.052 | 0.030 | 0.209 | 0.000 | 0.213 | 0.243 | 0.102 | 0.023 | 0.121 | 0.031 | 0.062 | 0.025 | 0.047 | 0.155 | 1.000 | 0.019 | 0.039 | 0.000 | 0.048 | 0.055 | 0.054 | 0.060 | 0.000 | 0.000 | 0.012 | 0.036 | 0.108 | 0.060 | 0.094 | 0.054 | 0.022 |
| expected_travel_90_days | 0.010 | 0.000 | 0.005 | 0.007 | 0.010 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.025 | 0.008 | 0.013 | 0.004 | 0.011 | 0.000 | 0.001 | 0.001 | 0.006 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.053 | 0.000 | 0.000 | 0.006 | 0.000 | 0.042 | 0.000 | 0.013 | 0.009 | 0.012 | 0.000 | 0.019 | 1.000 | 0.187 | 0.000 | 0.004 | 0.021 | 0.028 | 0.019 | 0.017 | 0.000 | 0.027 | 0.000 | 0.015 | 0.006 | 0.000 | 0.018 | 0.013 |
| expected_travel | 0.032 | 0.018 | 0.012 | 0.030 | 0.046 | 0.000 | 0.012 | 0.053 | 0.012 | 0.000 | 0.000 | 0.000 | 0.002 | 0.020 | 0.034 | 0.108 | 0.039 | 0.048 | 0.020 | 0.030 | 0.000 | 0.003 | 0.024 | 0.013 | 0.012 | 0.029 | 0.000 | 0.003 | 0.000 | 0.049 | 0.002 | 0.030 | 0.021 | 0.030 | 0.000 | 0.000 | 0.000 | 0.015 | 0.035 | 0.020 | 0.005 | 0.039 | 0.187 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.030 | 0.000 | 0.037 | 0.000 | 0.012 | 0.024 | 0.011 | 0.067 | 0.036 |
| expected_travel_multiselect | 0.000 | 0.000 | 0.002 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.024 | 0.006 | 0.000 | 0.000 | 0.005 | 0.000 | 0.023 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.003 | 0.000 | 0.013 | 0.012 |
| illicit_drugs | 0.086 | 0.004 | 0.033 | 0.045 | 0.020 | 0.013 | 0.018 | 0.048 | 0.159 | 0.000 | 0.000 | 0.046 | 0.012 | 0.007 | 0.009 | 0.064 | 0.162 | 0.053 | 0.021 | 0.194 | 0.018 | 0.038 | 0.058 | 0.019 | 0.046 | 0.060 | 0.000 | 0.007 | 0.000 | 0.133 | 0.013 | 0.072 | 0.039 | 0.040 | 0.055 | 0.009 | 0.000 | 0.030 | 0.045 | 0.331 | 0.006 | 0.048 | 0.004 | 0.000 | 0.000 | 1.000 | 0.046 | 0.009 | 0.012 | 0.038 | 0.004 | 0.051 | 0.013 | 0.292 | 0.047 | 0.006 | 0.027 | 0.014 |
| mental_health_hospitalized | 0.025 | 0.015 | 0.012 | 0.014 | 0.005 | 0.000 | 0.006 | 0.000 | 0.028 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.018 | 0.015 | 0.049 | 0.006 | 0.000 | 0.039 | 0.005 | 0.000 | 0.008 | 0.008 | 0.007 | 0.071 | 0.002 | 0.000 | 0.007 | 0.046 | 0.026 | 0.016 | 0.000 | 0.013 | 0.032 | 0.022 | 0.004 | 0.006 | 0.000 | 0.047 | 0.000 | 0.055 | 0.021 | 0.000 | 0.000 | 0.046 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.035 | 0.018 | 0.000 | 0.008 | 0.005 |
| mental_health_missed_work | 0.007 | 0.005 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.017 | 0.018 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.002 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.094 | 0.088 | 0.000 | 0.000 | 0.005 | 0.000 | 0.027 | 0.000 | 0.010 | 0.006 | 0.026 | 0.000 | 0.054 | 0.028 | 0.000 | 0.000 | 0.009 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 |
| pilot_student_private | 0.023 | 0.017 | 0.005 | 0.010 | 0.018 | 0.039 | 0.000 | 0.008 | 0.007 | 0.000 | 0.044 | 0.003 | 0.000 | 0.044 | 0.026 | 0.016 | 0.032 | 0.010 | 0.008 | 0.005 | 0.002 | 0.009 | 0.018 | 0.004 | 0.043 | 0.106 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.124 | 0.070 | 0.009 | 0.062 | 0.011 | 0.014 | 0.006 | 0.025 | 0.013 | 0.010 | 0.060 | 0.019 | 0.028 | 0.000 | 0.012 | 0.000 | 0.000 | 1.000 | 0.015 | 0.000 | 0.100 | 0.000 | 0.010 | 0.005 | 0.045 | 0.003 | 0.000 |
| racing_100mph | 0.043 | 0.000 | 0.007 | 0.014 | 0.004 | 0.014 | 0.003 | 0.007 | 0.038 | 0.000 | 0.041 | 0.029 | 0.000 | 0.000 | 0.015 | 0.016 | 0.019 | 0.008 | 0.000 | 0.036 | 0.000 | 0.000 | 0.031 | 0.001 | 0.009 | 0.077 | 0.000 | 0.000 | 0.000 | 0.018 | 0.008 | 0.029 | 0.052 | 0.011 | 0.027 | 0.017 | 0.012 | 0.014 | 0.124 | 0.045 | 0.000 | 0.000 | 0.017 | 0.030 | 0.000 | 0.038 | 0.000 | 0.000 | 0.015 | 1.000 | 0.000 | 0.030 | 0.000 | 0.036 | 0.018 | 0.000 | 0.004 | 0.000 |
| rx_increase | 0.014 | 0.000 | 0.005 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.021 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.009 | 0.000 |
| scuba_130ft | 0.043 | 0.003 | 0.009 | 0.019 | 0.007 | 0.043 | 0.003 | 0.037 | 0.052 | 0.000 | 0.058 | 0.042 | 0.000 | 0.074 | 0.010 | 0.008 | 0.025 | 0.000 | 0.000 | 0.041 | 0.000 | 0.013 | 0.037 | 0.015 | 0.061 | 0.144 | 0.000 | 0.006 | 0.000 | 0.018 | 0.006 | 0.169 | 0.074 | 0.015 | 0.083 | 0.000 | 0.019 | 0.019 | 0.015 | 0.055 | 0.000 | 0.012 | 0.027 | 0.037 | 0.000 | 0.051 | 0.000 | 0.000 | 0.100 | 0.030 | 0.000 | 1.000 | 0.000 | 0.042 | 0.027 | 0.057 | 0.000 | 0.000 |
| seizure_car_accident | 0.007 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.026 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.105 | 0.000 | 0.000 | 0.006 | 0.000 | 0.017 | 0.046 | 0.000 | 0.000 | 0.000 | 0.447 | 0.000 | 0.000 | 0.005 | 0.000 | 0.015 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.013 | 0.028 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| tb | 0.097 | 0.000 | 0.029 | 0.058 | 0.034 | 0.007 | 0.026 | 0.092 | 0.251 | 0.000 | 0.000 | 0.038 | 0.000 | 0.009 | 0.015 | 0.115 | 0.317 | 0.076 | 0.036 | 0.277 | 0.023 | 0.052 | 0.074 | 0.035 | 0.046 | 0.075 | 0.018 | 0.009 | 0.014 | 0.217 | 0.031 | 0.074 | 0.054 | 0.075 | 0.059 | 0.007 | 0.023 | 0.041 | 0.031 | 0.269 | 0.015 | 0.108 | 0.015 | 0.012 | 0.005 | 0.292 | 0.035 | 0.008 | 0.010 | 0.036 | 0.008 | 0.042 | 0.000 | 1.000 | 0.077 | 0.019 | 0.044 | 0.018 |
| weight_loss | 0.052 | 0.019 | 0.134 | 0.173 | 0.019 | 0.004 | 0.063 | 0.002 | 0.055 | 0.000 | 0.005 | 0.008 | 0.018 | 0.006 | 0.047 | 0.035 | 0.086 | 0.006 | 0.006 | 0.061 | 0.011 | 0.004 | 0.049 | 0.024 | 0.028 | 0.052 | 0.020 | 0.024 | 0.014 | 0.082 | 0.013 | 0.056 | 0.039 | 0.089 | 0.026 | 0.000 | 0.012 | 0.025 | 0.020 | 0.027 | 0.009 | 0.060 | 0.006 | 0.024 | 0.003 | 0.047 | 0.018 | 0.000 | 0.005 | 0.018 | 0.000 | 0.027 | 0.000 | 0.077 | 1.000 | 0.021 | 0.033 | 0.019 |
| cancer_type | 0.024 | 0.004 | 0.002 | 0.004 | 0.008 | 0.000 | 0.006 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.031 | 0.000 | 0.056 | 0.031 | 0.000 | 0.010 | 0.011 | 0.025 | 0.025 | 0.032 | 0.041 | 0.138 | 0.004 | 0.016 | 0.000 | 0.025 | 0.000 | 0.114 | 0.073 | 0.081 | 0.141 | 0.000 | 0.009 | 0.043 | 0.012 | 0.013 | 0.000 | 0.094 | 0.000 | 0.011 | 0.000 | 0.006 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.057 | 0.000 | 0.019 | 0.021 | 1.000 | 0.010 | 0.003 |
| citizen | 0.043 | 0.039 | 0.061 | 0.054 | 0.019 | 0.000 | 0.016 | 0.005 | 0.035 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.050 | 0.106 | 0.059 | 0.022 | 0.014 | 0.047 | 0.029 | 0.005 | 0.001 | 0.015 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.010 | 0.010 | 0.021 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.046 | 0.005 | 0.054 | 0.018 | 0.067 | 0.013 | 0.027 | 0.008 | 0.000 | 0.003 | 0.004 | 0.009 | 0.000 | 0.000 | 0.044 | 0.033 | 0.010 | 1.000 | 0.518 |
| legal_resident | 0.041 | 0.017 | 0.022 | 0.026 | 0.015 | 0.000 | 0.013 | 0.001 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.039 | 0.052 | 0.019 | 0.010 | 0.028 | 0.007 | 0.002 | 0.004 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.031 | 0.005 | 0.000 | 0.009 | 0.008 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.018 | 0.000 | 0.022 | 0.013 | 0.036 | 0.012 | 0.014 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.019 | 0.003 | 0.518 | 1.000 |
| age | gender | height | weight | state | approved_risk_class | bmi_app_state | income_app_state | current_ins | current_ins_value | replacement_ins | diabetes_age | alcohol_weekly | marijuana_monthly_count | marijuana | occupation_description | risky_activities | valid_drivers_license_app_state | hiv_pos | covid | previous_declined | previous_decline_reason | chestpain_diagnosis | diabetes_complications | diabetes_gestational | diabetes_hemoglobin | diabetes_hospitalization | employment_status | family_history | final_expense | inpatient | med_advice | med_conditions | seizure_diagnosis | stroke_count | stroke_diagnosis | stroke_diagnosis_multiselect | test_proc_outstanding | test_proc_type | climbing_equipment | criminal_history | disability_audio_visual | disability_pmts_reason | dui_count | expected_travel_90_days | expected_travel | expected_travel_multiselect | illicit_drugs | mental_health_diagnosis | mental_health_hospitalized | mental_health_missed_work | pilot_student_private | racing_100mph | rx_increase | scuba_130ft | seizure_car_accident | tb | weight_loss | weight_loss_amount | weight_loss_reason | cancer_type | citizen | legal_resident | skydive_count | surgery_type | travel_countries | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 48.534878 | male | 68.0 | 195.0 | TX | declined | 29.646410 | 36400 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | Buy and sell online | none | true | false | false | false | none | none | none | False | -1.0 | no | parttime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | felony | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 1 | 42.716825 | male | 67.0 | 200.0 | NM | declined | 31.321007 | 9528 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | unemployed | no | none | none | none | none | none | 0.0 | none | none | False | none | True | misdemeanor, felony | false | ssdi | 0.0 | none | no | none | True | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 2 | 54.399474 | male | 66.0 | 193.0 | KS | declined | 31.147612 | 9396 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | stay_at_home | no | none | none | test_procedure | liver_cirrhosis | none | 0.0 | none | none | False | none | True | none | false | ssdi | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | true | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 3 | 50.336420 | female | 63.0 | 140.0 | OK | declined | 24.797178 | 82000 | no | 0.0 | no | -1.0 | 0.0 | 20.0 | True | other | none | true | false | false | false | none | none | none | False | -1.0 | no | other | yes | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | depression, anxiety, add | false | false | False | True | False | false | false | false | True | 20.0 | medication | none | yes | resident | 0.0 | none | none |
| 4 | 42.725039 | female | 61.0 | 132.0 | IN | declined | 24.938457 | 72000 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime_student | no | none | none | test_procedure | depression | none | 0.0 | none | none | True | mammogram, ekg | True | none | false | ssdi | 0.0 | none | no | none | False | bipolar | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 5 | 48.868902 | female | 64.0 | 129.0 | IN | declined | 22.140381 | 576000 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime_student | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 6 | 29.207992 | female | 68.0 | 165.0 | SC | declined | 25.085424 | 10400 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | Babysitter | none | true | false | false | false | none | none | none | False | -1.0 | no | parttime | no | none | none | none | sickle_cell | none | 0.0 | none | none | False | none | True | none | false | other | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 7 | 57.422124 | male | 75.0 | 235.0 | FL | declined | 29.369778 | 100000 | no | 0.0 | no | -1.0 | 6.0 | 0.0 | False | Restaurant owner | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | extended_travel | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | no | none | 0.0 | none | none |
| 8 | 38.029528 | female | 61.0 | 110.0 | MA | elite_nt | 20.782048 | 67000 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | other | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 9 | 38.065121 | male | 69.0 | 186.0 | CA | declined | 27.464398 | 85200 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | other | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | yes | yes | none | False | anxiety | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| age | gender | height | weight | state | approved_risk_class | bmi_app_state | income_app_state | current_ins | current_ins_value | replacement_ins | diabetes_age | alcohol_weekly | marijuana_monthly_count | marijuana | occupation_description | risky_activities | valid_drivers_license_app_state | hiv_pos | covid | previous_declined | previous_decline_reason | chestpain_diagnosis | diabetes_complications | diabetes_gestational | diabetes_hemoglobin | diabetes_hospitalization | employment_status | family_history | final_expense | inpatient | med_advice | med_conditions | seizure_diagnosis | stroke_count | stroke_diagnosis | stroke_diagnosis_multiselect | test_proc_outstanding | test_proc_type | climbing_equipment | criminal_history | disability_audio_visual | disability_pmts_reason | dui_count | expected_travel_90_days | expected_travel | expected_travel_multiselect | illicit_drugs | mental_health_diagnosis | mental_health_hospitalized | mental_health_missed_work | pilot_student_private | racing_100mph | rx_increase | scuba_130ft | seizure_car_accident | tb | weight_loss | weight_loss_amount | weight_loss_reason | cancer_type | citizen | legal_resident | skydive_count | surgery_type | travel_countries | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 173547 | 51.004470 | female | 66.0 | 154.0 | PA | elite_nt | 24.853535 | 98800 | yes | 400000.0 | yes | -1.0 | 0.0 | 0.0 | False | pharmacist | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | yes | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | AW |
| 173548 | 38.122617 | female | 65.0 | 207.0 | PA | essential_nt | 34.442840 | 14958 | no | 0.0 | no | -1.0 | 0.0 | 3.0 | True | Foodservice | none | false | false | false | false | none | none | none | False | -1.0 | no | parttime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 173549 | 44.307549 | male | 72.0 | 190.0 | PA | preferred_nt | 25.765818 | 227000 | yes | 300000.0 | no | -1.0 | 1.0 | 0.0 | False | Security systems installer - business owner and operator | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 173550 | 37.156136 | male | 70.0 | 185.0 | PA | elite_nt | 26.541837 | 117000 | no | 0.0 | no | -1.0 | 1.0 | 0.0 | False | Environmental Consulting | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 173551 | 40.364963 | female | 63.0 | 130.0 | PA | essential_nt | 23.025951 | 0 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | stay_at_home | no | none | none | test_procedure | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 173552 | 35.020569 | female | 61.0 | 150.0 | ME | declined | 28.339156 | 70000 | no | 0.0 | no | -1.0 | 0.0 | 2.0 | True | nurse / operations manager | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | True | 50.0 | surgery | none | yes | resident | 0.0 | none | none |
| 173553 | 41.312279 | female | 69.0 | 198.0 | ME | declined | 29.236295 | 169000 | no | 0.0 | no | -1.0 | 1.0 | 0.0 | False | Pharmacist | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | surgery | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | other | none |
| 173554 | 40.214378 | male | 72.0 | 196.0 | PA | declined | 26.579475 | 11772 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | unemployed | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 173555 | 32.887739 | male | 75.0 | 200.0 | PA | declined | 24.995556 | 369200 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | Research Engineer | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | misdemeanor | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none |
| 173556 | 37.306721 | male | 70.0 | 160.0 | PA | declined | 22.955102 | 36400 | no | 0.0 | no | -1.0 | 0.0 | 5.0 | True | Construction | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | surgery | none | none | 0.0 | none | none | False | none | True | misdemeanor | false | none | 0.0 | none | no | none | True | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | other | none |
Most frequently occurring
| age | gender | height | weight | state | approved_risk_class | bmi_app_state | income_app_state | current_ins | current_ins_value | replacement_ins | diabetes_age | alcohol_weekly | marijuana_monthly_count | marijuana | occupation_description | risky_activities | valid_drivers_license_app_state | hiv_pos | covid | previous_declined | previous_decline_reason | chestpain_diagnosis | diabetes_complications | diabetes_gestational | diabetes_hemoglobin | diabetes_hospitalization | employment_status | family_history | final_expense | inpatient | med_advice | med_conditions | seizure_diagnosis | stroke_count | stroke_diagnosis | stroke_diagnosis_multiselect | test_proc_outstanding | test_proc_type | climbing_equipment | criminal_history | disability_audio_visual | disability_pmts_reason | dui_count | expected_travel_90_days | expected_travel | expected_travel_multiselect | illicit_drugs | mental_health_diagnosis | mental_health_hospitalized | mental_health_missed_work | pilot_student_private | racing_100mph | rx_increase | scuba_130ft | seizure_car_accident | tb | weight_loss | weight_loss_amount | weight_loss_reason | cancer_type | citizen | legal_resident | skydive_count | surgery_type | travel_countries | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15 | 41.194549 | male | 72.0 | 190.0 | TX | elite_nt | 25.765818 | 165696 | yes | 750000.0 | no | -1.0 | 0.0 | 0.0 | False | Engineer | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | no | visa | 0.0 | none | none | 3 |
| 0 | 18.861441 | female | 64.0 | 130.0 | MS | essential_nt | 22.312012 | 13000 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime_student | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |
| 1 | 22.382390 | female | 63.0 | 110.0 | GA | select_nt | 19.483497 | 0 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | parttime_student | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |
| 2 | 28.723382 | male | 65.0 | 145.0 | CA | elite_nt | 24.126627 | 39000 | no | 0.0 | no | -1.0 | 1.0 | 0.0 | False | Stocker | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | no | resident | 0.0 | none | none | 2 |
| 3 | 28.824685 | female | 64.0 | 160.0 | WV | select_nt | 27.460938 | 3744 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | other | none | true | false | false | false | none | none | none | False | -1.0 | no | other | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |
| 4 | 30.338748 | female | 60.0 | 130.0 | CA | essential_nt | 25.386111 | 208000 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | Independent contractor | none | false | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |
| 5 | 30.880853 | male | 74.0 | 205.0 | CA | preferred_nt | 26.317568 | 150000 | yes | 450000.0 | no | -1.0 | 1.0 | 0.0 | False | Financial Advisor | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | test_procedure | none | none | 0.0 | none | none | True | colonoscopy | True | misdemeanor | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |
| 6 | 31.091672 | female | 70.0 | 270.0 | PA | essential_nt | 38.736735 | 52000 | no | 0.0 | no | -1.0 | 0.0 | 0.0 | False | Cosmetologist | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |
| 7 | 31.915782 | female | 62.0 | 160.0 | NC | preferred_nt | 29.261186 | 67600 | no | 0.0 | no | -1.0 | 3.0 | 0.0 | False | Hairstylist | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |
| 8 | 35.381972 | male | 71.0 | 165.0 | TX | select_nt | 23.010315 | 132000 | no | 0.0 | no | -1.0 | 4.0 | 0.0 | False | Software developer | none | true | false | false | false | none | none | none | False | -1.0 | no | fulltime | no | none | none | none | none | none | 0.0 | none | none | False | none | True | none | false | none | 0.0 | none | no | none | False | none | false | false | False | True | False | false | false | false | False | 0.0 | none | none | yes | resident | 0.0 | none | none | 2 |